ScaDaMaLe Course site and book

Diamonds ML Pipeline Workflow - DataFrame ETL and EDA Part

This is the Spark SQL parts that are focussed on extract-transform-Load (ETL) and exploratory-data-analysis (EDA) parts of an end-to-end example of a Machine Learning (ML) workflow.

Why are we using DataFrames? This is because of the Announcement in the Spark MLlib Main Guide for Spark 2.2 https://spark.apache.org/docs/latest/ml-guide.html that "DataFrame-based API is primary API".

This notebook is a scalarific break-down of the pythonic 'Diamonds ML Pipeline Workflow' from the Databricks Guide.

We will see this example again in the sequel

For this example, we analyze the Diamonds dataset from the R Datasets hosted on DBC.

Later on, we will use the DecisionTree algorithm to predict the price of a diamond from its characteristics.

Here is an outline of our pipeline:

  • Step 1. Load data: Load data as DataFrame
  • Step 2. Understand the data: Compute statistics and create visualizations to get a better understanding of the data.
  • Step 3. Hold out data: Split the data randomly into training and test sets. We will not look at the test data until after learning.
  • Step 4. On the training dataset:
    • Extract features: We will index categorical (String-valued) features so that DecisionTree can handle them.
    • Learn a model: Run DecisionTree to learn how to predict a diamond's price from a description of the diamond.
    • Tune the model: Tune the tree depth (complexity) using the training data. (This process is also called model selection.)
  • Step 5. Evaluate the model: Now look at the test dataset. Compare the initial model with the tuned model to see the benefit of tuning parameters.
  • Step 6. Understand the model: We will examine the learned model and results to gain further insight.

In this notebook, we will only cover Step 1 and Step 2. above. The other Steps will be revisited in the sequel.

Step 1. Load data as DataFrame

This section loads a dataset as a DataFrame and examines a few rows of it to understand the schema.

For more info, see the DB guide on importing data.

// We'll use the Diamonds dataset from the R datasets hosted on DBC.
val diamondsFilePath = "dbfs:/databricks-datasets/Rdatasets/data-001/csv/ggplot2/diamonds.csv"

diamondsFilePath: String = dbfs:/databricks-datasets/Rdatasets/data-001/csv/ggplot2/diamonds.csv

sc.textFile(diamondsFilePath).take(2) // looks like a csv file as it should

res0: Array[String] = Array("","carat","cut","color","clarity","depth","table","price","x","y","z", "1",0.23,"Ideal","E","SI2",61.5,55,326,3.95,3.98,2.43)

val diamondsRawDF = sqlContext.read    // we can use sqlContext instead of SparkSession for backwards compatibility to 1.x
    .format("com.databricks.spark.csv") // use spark.csv package
    .option("header", "true") // Use first line of all files as header
    .option("inferSchema", "true") // Automatically infer data types
    //.option("delimiter", ",") // Specify the delimiter as comma or ',' DEFAULT
    .load(diamondsFilePath)

diamondsRawDF: org.apache.spark.sql.DataFrame = [_c0: int, carat: double ... 9 more fields]

//There are 10 columns.  We will try to predict the price of diamonds, treating the other 9 columns as features.
diamondsRawDF.printSchema()

root
 |-- _c0: integer (nullable = true)
 |-- carat: double (nullable = true)
 |-- cut: string (nullable = true)
 |-- color: string (nullable = true)
 |-- clarity: string (nullable = true)
 |-- depth: double (nullable = true)
 |-- table: double (nullable = true)
 |-- price: integer (nullable = true)
 |-- x: double (nullable = true)
 |-- y: double (nullable = true)
 |-- z: double (nullable = true)

Note: (nullable = true) simply means if the value is allowed to be null.

Let us count the number of rows in diamondsDF.

diamondsRawDF.count() // Ctrl+Enter

res3: Long = 53940

So there are 53940 records or rows in the DataFrame.

Use the show(n) method to see the first n (default is 20) rows of the DataFrame, as folows:

diamondsRawDF.show(10)

+---+-----+---------+-----+-------+-----+-----+-----+----+----+----+
|_c0|carat|      cut|color|clarity|depth|table|price|   x|   y|   z|
+---+-----+---------+-----+-------+-----+-----+-----+----+----+----+
|  1| 0.23|    Ideal|    E|    SI2| 61.5| 55.0|  326|3.95|3.98|2.43|
|  2| 0.21|  Premium|    E|    SI1| 59.8| 61.0|  326|3.89|3.84|2.31|
|  3| 0.23|     Good|    E|    VS1| 56.9| 65.0|  327|4.05|4.07|2.31|
|  4| 0.29|  Premium|    I|    VS2| 62.4| 58.0|  334| 4.2|4.23|2.63|
|  5| 0.31|     Good|    J|    SI2| 63.3| 58.0|  335|4.34|4.35|2.75|
|  6| 0.24|Very Good|    J|   VVS2| 62.8| 57.0|  336|3.94|3.96|2.48|
|  7| 0.24|Very Good|    I|   VVS1| 62.3| 57.0|  336|3.95|3.98|2.47|
|  8| 0.26|Very Good|    H|    SI1| 61.9| 55.0|  337|4.07|4.11|2.53|
|  9| 0.22|     Fair|    E|    VS2| 65.1| 61.0|  337|3.87|3.78|2.49|
| 10| 0.23|Very Good|    H|    VS1| 59.4| 61.0|  338| 4.0|4.05|2.39|
+---+-----+---------+-----+-------+-----+-----+-----+----+----+----+
only showing top 10 rows

If you notice the schema of diamondsRawDF you will see that the automatic schema inference of SqlContext.read method has cast the values in the column price as integer.

To cleanup:

  • let's recast the column price as double for downstream ML tasks later and
  • let's also get rid of the first column of row indices.
import org.apache.spark.sql.types.DoubleType
//we will convert price column from int to double for being able to model, fit and predict in downstream ML task
val diamondsDF = diamondsRawDF.select($"carat", $"cut", $"color", $"clarity", $"depth", $"table",$"price".cast(DoubleType).as("price"), $"x", $"y", $"z")
diamondsDF.cache() // let's cache it for reuse
diamondsDF.printSchema // print schema

root
 |-- carat: double (nullable = true)
 |-- cut: string (nullable = true)
 |-- color: string (nullable = true)
 |-- clarity: string (nullable = true)
 |-- depth: double (nullable = true)
 |-- table: double (nullable = true)
 |-- price: double (nullable = true)
 |-- x: double (nullable = true)
 |-- y: double (nullable = true)
 |-- z: double (nullable = true)

import org.apache.spark.sql.types.DoubleType
diamondsDF: org.apache.spark.sql.DataFrame = [carat: double, cut: string ... 8 more fields]

diamondsDF.show(10,false) // notice that price column has Double values that end in '.0' now

+-----+---------+-----+-------+-----+-----+-----+----+----+----+
|carat|cut      |color|clarity|depth|table|price|x   |y   |z   |
+-----+---------+-----+-------+-----+-----+-----+----+----+----+
|0.23 |Ideal    |E    |SI2    |61.5 |55.0 |326.0|3.95|3.98|2.43|
|0.21 |Premium  |E    |SI1    |59.8 |61.0 |326.0|3.89|3.84|2.31|
|0.23 |Good     |E    |VS1    |56.9 |65.0 |327.0|4.05|4.07|2.31|
|0.29 |Premium  |I    |VS2    |62.4 |58.0 |334.0|4.2 |4.23|2.63|
|0.31 |Good     |J    |SI2    |63.3 |58.0 |335.0|4.34|4.35|2.75|
|0.24 |Very Good|J    |VVS2   |62.8 |57.0 |336.0|3.94|3.96|2.48|
|0.24 |Very Good|I    |VVS1   |62.3 |57.0 |336.0|3.95|3.98|2.47|
|0.26 |Very Good|H    |SI1    |61.9 |55.0 |337.0|4.07|4.11|2.53|
|0.22 |Fair     |E    |VS2    |65.1 |61.0 |337.0|3.87|3.78|2.49|
|0.23 |Very Good|H    |VS1    |59.4 |61.0 |338.0|4.0 |4.05|2.39|
+-----+---------+-----+-------+-----+-----+-----+----+----+----+
only showing top 10 rows

//View DataFrame in databricks
// note this 'display' is a databricks notebook specific command that is quite powerful for visual interaction with the data
// other notebooks like zeppelin have similar commands for interactive visualisation
display(diamondsDF)
carat cut color clarity depth table price x y z
0.23 Ideal E SI2 61.5 55.0 326.0 3.95 3.98 2.43
0.21 Premium E SI1 59.8 61.0 326.0 3.89 3.84 2.31
0.23 Good E VS1 56.9 65.0 327.0 4.05 4.07 2.31
0.29 Premium I VS2 62.4 58.0 334.0 4.2 4.23 2.63
0.31 Good J SI2 63.3 58.0 335.0 4.34 4.35 2.75
0.24 Very Good J VVS2 62.8 57.0 336.0 3.94 3.96 2.48
0.24 Very Good I VVS1 62.3 57.0 336.0 3.95 3.98 2.47
0.26 Very Good H SI1 61.9 55.0 337.0 4.07 4.11 2.53
0.22 Fair E VS2 65.1 61.0 337.0 3.87 3.78 2.49
0.23 Very Good H VS1 59.4 61.0 338.0 4.0 4.05 2.39
0.3 Good J SI1 64.0 55.0 339.0 4.25 4.28 2.73
0.23 Ideal J VS1 62.8 56.0 340.0 3.93 3.9 2.46
0.22 Premium F SI1 60.4 61.0 342.0 3.88 3.84 2.33
0.31 Ideal J SI2 62.2 54.0 344.0 4.35 4.37 2.71
0.2 Premium E SI2 60.2 62.0 345.0 3.79 3.75 2.27
0.32 Premium E I1 60.9 58.0 345.0 4.38 4.42 2.68
0.3 Ideal I SI2 62.0 54.0 348.0 4.31 4.34 2.68
0.3 Good J SI1 63.4 54.0 351.0 4.23 4.29 2.7
0.3 Good J SI1 63.8 56.0 351.0 4.23 4.26 2.71
0.3 Very Good J SI1 62.7 59.0 351.0 4.21 4.27 2.66
0.3 Good I SI2 63.3 56.0 351.0 4.26 4.3 2.71
0.23 Very Good E VS2 63.8 55.0 352.0 3.85 3.92 2.48
0.23 Very Good H VS1 61.0 57.0 353.0 3.94 3.96 2.41
0.31 Very Good J SI1 59.4 62.0 353.0 4.39 4.43 2.62
0.31 Very Good J SI1 58.1 62.0 353.0 4.44 4.47 2.59
0.23 Very Good G VVS2 60.4 58.0 354.0 3.97 4.01 2.41
0.24 Premium I VS1 62.5 57.0 355.0 3.97 3.94 2.47
0.3 Very Good J VS2 62.2 57.0 357.0 4.28 4.3 2.67
0.23 Very Good D VS2 60.5 61.0 357.0 3.96 3.97 2.4
0.23 Very Good F VS1 60.9 57.0 357.0 3.96 3.99 2.42
0.23 Very Good F VS1 60.0 57.0 402.0 4.0 4.03 2.41
0.23 Very Good F VS1 59.8 57.0 402.0 4.04 4.06 2.42
0.23 Very Good E VS1 60.7 59.0 402.0 3.97 4.01 2.42
0.23 Very Good E VS1 59.5 58.0 402.0 4.01 4.06 2.4
0.23 Very Good D VS1 61.9 58.0 402.0 3.92 3.96 2.44
0.23 Good F VS1 58.2 59.0 402.0 4.06 4.08 2.37
0.23 Good E VS1 64.1 59.0 402.0 3.83 3.85 2.46
0.31 Good H SI1 64.0 54.0 402.0 4.29 4.31 2.75
0.26 Very Good D VS2 60.8 59.0 403.0 4.13 4.16 2.52
0.33 Ideal I SI2 61.8 55.0 403.0 4.49 4.51 2.78
0.33 Ideal I SI2 61.2 56.0 403.0 4.49 4.5 2.75
0.33 Ideal J SI1 61.1 56.0 403.0 4.49 4.55 2.76
0.26 Good D VS2 65.2 56.0 403.0 3.99 4.02 2.61
0.26 Good D VS1 58.4 63.0 403.0 4.19 4.24 2.46
0.32 Good H SI2 63.1 56.0 403.0 4.34 4.37 2.75
0.29 Premium F SI1 62.4 58.0 403.0 4.24 4.26 2.65
0.32 Very Good H SI2 61.8 55.0 403.0 4.35 4.42 2.71
0.32 Good H SI2 63.8 56.0 403.0 4.36 4.38 2.79
0.25 Very Good E VS2 63.3 60.0 404.0 4.0 4.03 2.54
0.29 Very Good H SI2 60.7 60.0 404.0 4.33 4.37 2.64
0.24 Very Good F SI1 60.9 61.0 404.0 4.02 4.03 2.45
0.23 Ideal G VS1 61.9 54.0 404.0 3.93 3.95 2.44
0.32 Ideal I SI1 60.9 55.0 404.0 4.45 4.48 2.72
0.22 Premium E VS2 61.6 58.0 404.0 3.93 3.89 2.41
0.22 Premium D VS2 59.3 62.0 404.0 3.91 3.88 2.31
0.3 Ideal I SI2 61.0 59.0 405.0 4.3 4.33 2.63
0.3 Premium J SI2 59.3 61.0 405.0 4.43 4.38 2.61
0.3 Very Good I SI1 62.6 57.0 405.0 4.25 4.28 2.67
0.3 Very Good I SI1 63.0 57.0 405.0 4.28 4.32 2.71
0.3 Good I SI1 63.2 55.0 405.0 4.25 4.29 2.7
0.35 Ideal I VS1 60.9 57.0 552.0 4.54 4.59 2.78
0.3 Premium D SI1 62.6 59.0 552.0 4.23 4.27 2.66
0.3 Ideal D SI1 62.5 57.0 552.0 4.29 4.32 2.69
0.3 Ideal D SI1 62.1 56.0 552.0 4.3 4.33 2.68
0.42 Premium I SI2 61.5 59.0 552.0 4.78 4.84 2.96
0.28 Ideal G VVS2 61.4 56.0 553.0 4.19 4.22 2.58
0.32 Ideal I VVS1 62.0 55.3 553.0 4.39 4.42 2.73
0.31 Very Good G SI1 63.3 57.0 553.0 4.33 4.3 2.73
0.31 Premium G SI1 61.8 58.0 553.0 4.35 4.32 2.68
0.24 Premium E VVS1 60.7 58.0 553.0 4.01 4.03 2.44
0.24 Very Good D VVS1 61.5 60.0 553.0 3.97 4.0 2.45
0.3 Very Good H SI1 63.1 56.0 554.0 4.29 4.27 2.7
0.3 Premium H SI1 62.9 59.0 554.0 4.28 4.24 2.68
0.3 Premium H SI1 62.5 57.0 554.0 4.29 4.25 2.67
0.3 Good H SI1 63.7 57.0 554.0 4.28 4.26 2.72
0.26 Very Good F VVS2 59.2 60.0 554.0 4.19 4.22 2.49
0.26 Very Good E VVS2 59.9 58.0 554.0 4.15 4.23 2.51
0.26 Very Good D VVS2 62.4 54.0 554.0 4.08 4.13 2.56
0.26 Very Good D VVS2 62.8 60.0 554.0 4.01 4.05 2.53
0.26 Very Good E VVS1 62.6 59.0 554.0 4.06 4.09 2.55
0.26 Very Good E VVS1 63.4 59.0 554.0 4.0 4.04 2.55
0.26 Very Good D VVS1 62.1 60.0 554.0 4.03 4.12 2.53
0.26 Ideal E VVS2 62.9 58.0 554.0 4.02 4.06 2.54
0.38 Ideal I SI2 61.6 56.0 554.0 4.65 4.67 2.87
0.26 Good E VVS1 57.9 60.0 554.0 4.22 4.25 2.45
0.24 Premium G VVS1 62.3 59.0 554.0 3.95 3.92 2.45
0.24 Premium H VVS1 61.2 58.0 554.0 4.01 3.96 2.44
0.24 Premium H VVS1 60.8 59.0 554.0 4.02 4.0 2.44
0.24 Premium H VVS2 60.7 58.0 554.0 4.07 4.04 2.46
0.32 Premium I SI1 62.9 58.0 554.0 4.35 4.33 2.73
0.7 Ideal E SI1 62.5 57.0 2757.0 5.7 5.72 3.57
0.86 Fair E SI2 55.1 69.0 2757.0 6.45 6.33 3.52
0.7 Ideal G VS2 61.6 56.0 2757.0 5.7 5.67 3.5
0.71 Very Good E VS2 62.4 57.0 2759.0 5.68 5.73 3.56
0.78 Very Good G SI2 63.8 56.0 2759.0 5.81 5.85 3.72
0.7 Good E VS2 57.5 58.0 2759.0 5.85 5.9 3.38
0.7 Good F VS1 59.4 62.0 2759.0 5.71 5.76 3.4
0.96 Fair F SI2 66.3 62.0 2759.0 6.27 5.95 4.07
0.73 Very Good E SI1 61.6 59.0 2760.0 5.77 5.78 3.56
0.8 Premium H SI1 61.5 58.0 2760.0 5.97 5.93 3.66
0.75 Very Good D SI1 63.2 56.0 2760.0 5.8 5.75 3.65
0.75 Premium E SI1 59.9 54.0 2760.0 6.0 5.96 3.58
0.74 Ideal G SI1 61.6 55.0 2760.0 5.8 5.85 3.59
0.75 Premium G VS2 61.7 58.0 2760.0 5.85 5.79 3.59
0.8 Ideal I VS1 62.9 56.0 2760.0 5.94 5.87 3.72
0.75 Ideal G SI1 62.2 55.0 2760.0 5.87 5.8 3.63
0.8 Premium G SI1 63.0 59.0 2760.0 5.9 5.81 3.69
0.74 Ideal I VVS2 62.3 55.0 2761.0 5.77 5.81 3.61
0.81 Ideal F SI2 58.8 57.0 2761.0 6.14 6.11 3.6
0.59 Ideal E VVS2 62.0 55.0 2761.0 5.38 5.43 3.35
0.8 Ideal F SI2 61.4 57.0 2761.0 5.96 6.0 3.67
0.74 Ideal E SI2 62.2 56.0 2761.0 5.8 5.84 3.62
0.9 Premium I VS2 63.0 58.0 2761.0 6.16 6.12 3.87
0.74 Very Good G SI1 62.2 59.0 2762.0 5.73 5.82 3.59
0.73 Ideal F VS2 62.6 56.0 2762.0 5.77 5.74 3.6
0.73 Ideal F VS2 62.7 53.0 2762.0 5.8 5.75 3.62
0.8 Premium F SI2 61.7 58.0 2762.0 5.98 5.94 3.68
0.71 Ideal G VS2 62.4 54.0 2762.0 5.72 5.76 3.58
0.7 Ideal E VS2 60.7 58.0 2762.0 5.73 5.76 3.49
0.8 Ideal F SI2 59.9 59.0 2762.0 6.01 6.07 3.62
0.71 Ideal D SI2 62.3 56.0 2762.0 5.73 5.69 3.56
0.74 Ideal E SI1 62.3 54.0 2762.0 5.8 5.83 3.62
0.7 Very Good F VS2 61.7 63.0 2762.0 5.64 5.61 3.47
0.7 Fair F VS2 64.5 57.0 2762.0 5.57 5.53 3.58
0.7 Fair F VS2 65.3 55.0 2762.0 5.63 5.58 3.66
0.7 Premium F VS2 61.6 60.0 2762.0 5.65 5.59 3.46
0.91 Premium H SI1 61.4 56.0 2763.0 6.09 5.97 3.7
0.61 Very Good D VVS2 59.6 57.0 2763.0 5.56 5.58 3.32
0.91 Fair H SI2 64.4 57.0 2763.0 6.11 6.09 3.93
0.91 Fair H SI2 65.7 60.0 2763.0 6.03 5.99 3.95
0.77 Ideal H VS2 62.0 56.0 2763.0 5.89 5.86 3.64
0.71 Very Good D SI1 63.6 58.0 2764.0 5.64 5.68 3.6
0.71 Ideal D SI1 61.9 59.0 2764.0 5.69 5.72 3.53
0.7 Very Good E VS2 62.6 60.0 2765.0 5.62 5.65 3.53
0.77 Very Good H VS1 61.3 60.0 2765.0 5.88 5.9 3.61
0.63 Premium E VVS1 60.9 60.0 2765.0 5.52 5.55 3.37
0.71 Very Good F VS1 60.1 62.0 2765.0 5.74 5.77 3.46
0.71 Premium F VS1 61.8 59.0 2765.0 5.69 5.73 3.53
0.76 Ideal H SI1 61.2 57.0 2765.0 5.88 5.91 3.61
0.64 Ideal G VVS1 61.9 56.0 2766.0 5.53 5.56 3.43
0.71 Premium G VS2 60.9 57.0 2766.0 5.78 5.75 3.51
0.71 Premium G VS2 59.8 56.0 2766.0 5.89 5.81 3.5
0.7 Very Good D VS2 61.8 55.0 2767.0 5.68 5.72 3.52
0.7 Very Good F VS1 60.0 57.0 2767.0 5.8 5.87 3.5
0.71 Ideal D SI2 61.6 55.0 2767.0 5.74 5.76 3.54
0.7 Good H VVS2 62.1 64.0 2767.0 5.62 5.65 3.5
0.71 Very Good G VS1 63.3 59.0 2768.0 5.52 5.61 3.52
0.73 Very Good D SI1 60.2 56.0 2768.0 5.83 5.87 3.52
0.7 Very Good D SI1 61.1 58.0 2768.0 5.66 5.73 3.48
0.7 Ideal E SI1 60.9 57.0 2768.0 5.73 5.76 3.5
0.71 Premium D SI2 61.7 59.0 2768.0 5.71 5.67 3.51
0.74 Ideal I SI1 61.3 56.0 2769.0 5.82 5.86 3.57
0.71 Premium D VS2 62.5 60.0 2770.0 5.65 5.61 3.52
0.73 Premium G VS2 61.4 59.0 2770.0 5.83 5.76 3.56
0.76 Very Good F SI1 62.9 57.0 2770.0 5.79 5.81 3.65
0.76 Ideal D SI2 62.4 57.0 2770.0 5.78 5.83 3.62
0.71 Ideal F SI1 60.7 56.0 2770.0 5.77 5.8 3.51
0.73 Premium G VS2 60.7 58.0 2770.0 5.87 5.82 3.55
0.73 Premium G VS1 61.5 58.0 2770.0 5.79 5.75 3.55
0.73 Ideal D SI2 59.9 57.0 2770.0 5.92 5.89 3.54
0.73 Premium G VS2 59.2 59.0 2770.0 5.92 5.87 3.49
0.72 Very Good H VVS2 60.3 56.0 2771.0 5.81 5.83 3.51
0.73 Very Good F SI1 61.7 60.0 2771.0 5.79 5.82 3.58
0.71 Ideal G VS2 61.9 57.0 2771.0 5.73 5.77 3.56
0.79 Ideal F SI2 61.9 55.0 2771.0 5.97 5.92 3.68
0.73 Very Good H VVS1 60.4 59.0 2772.0 5.83 5.89 3.54
0.8 Very Good F SI2 61.0 57.0 2772.0 6.01 6.03 3.67
0.58 Ideal G VVS1 61.5 55.0 2772.0 5.39 5.44 3.33
0.58 Ideal F VVS1 61.7 56.0 2772.0 5.33 5.37 3.3
0.71 Good E VS2 59.2 61.0 2772.0 5.8 5.88 3.46
0.75 Ideal D SI2 61.3 56.0 2773.0 5.85 5.89 3.6
0.7 Premium D VS2 58.0 62.0 2773.0 5.87 5.78 3.38
1.17 Very Good J I1 60.2 61.0 2774.0 6.83 6.9 4.13
0.6 Ideal E VS1 61.7 55.0 2774.0 5.41 5.44 3.35
0.7 Ideal E SI1 62.7 55.0 2774.0 5.68 5.74 3.58
0.83 Good I VS2 64.6 54.0 2774.0 5.85 5.88 3.79
0.74 Very Good F VS2 61.3 61.0 2775.0 5.8 5.84 3.57
0.72 Very Good G VS2 63.7 56.4 2776.0 5.62 5.69 3.61
0.71 Premium E VS2 62.7 58.0 2776.0 5.74 5.68 3.58
0.71 Ideal E VS2 62.2 57.0 2776.0 5.79 5.62 3.55
0.54 Ideal E VVS2 61.6 56.0 2776.0 5.25 5.27 3.24
0.54 Ideal E VVS2 61.5 57.0 2776.0 5.24 5.26 3.23
0.72 Ideal G SI1 61.8 56.0 2776.0 5.72 5.75 3.55
0.72 Ideal G SI1 60.7 56.0 2776.0 5.79 5.82 3.53
0.72 Good G VS2 59.7 60.5 2776.0 5.8 5.84 3.47
0.71 Ideal G SI1 60.5 56.0 2776.0 5.8 5.76 3.5
0.7 Very Good D VS1 62.7 58.0 2777.0 5.66 5.73 3.57
0.71 Premium F VS2 62.1 58.0 2777.0 5.67 5.7 3.53
0.71 Very Good F VS2 62.8 57.0 2777.0 5.64 5.69 3.56
0.71 Good F VS2 63.8 58.0 2777.0 5.61 5.64 3.59
0.71 Good F VS2 57.8 60.0 2777.0 5.87 5.9 3.4
0.7 Ideal E VS2 62.1 55.0 2777.0 5.7 5.67 3.53
0.7 Premium E VS2 61.1 60.0 2777.0 5.71 5.64 3.47
0.7 Premium E SI1 60.0 59.0 2777.0 5.79 5.75 3.46
0.7 Premium E SI1 61.2 57.0 2777.0 5.73 5.68 3.49
0.7 Premium E SI1 62.7 59.0 2777.0 5.67 5.63 3.54
0.7 Premium E SI1 61.0 57.0 2777.0 5.73 5.68 3.48
0.7 Premium E SI1 61.0 58.0 2777.0 5.78 5.72 3.51
0.7 Ideal E SI1 61.4 57.0 2777.0 5.76 5.7 3.52
0.72 Premium F SI1 61.8 61.0 2777.0 5.82 5.71 3.56
0.7 Very Good E SI1 59.9 63.0 2777.0 5.76 5.7 3.43
0.7 Premium E SI1 61.3 58.0 2777.0 5.71 5.68 3.49
0.7 Premium E SI1 60.5 58.0 2777.0 5.77 5.74 3.48
0.7 Good E VS2 64.1 59.0 2777.0 5.64 5.59 3.6
0.98 Fair H SI2 67.9 60.0 2777.0 6.05 5.97 4.08
0.78 Premium F SI1 62.4 58.0 2777.0 5.83 5.8 3.63
0.7 Very Good E SI1 63.2 60.0 2777.0 5.6 5.51 3.51
0.52 Ideal F VVS1 61.3 55.0 2778.0 5.19 5.22 3.19
0.73 Very Good H VS2 60.8 56.0 2779.0 5.82 5.84 3.55
0.74 Ideal E SI1 61.7 56.0 2779.0 5.84 5.8 3.59
0.7 Very Good F VS2 63.6 57.0 2780.0 5.61 5.65 3.58
0.77 Premium G VS2 61.2 58.0 2780.0 5.9 5.93 3.62
0.71 Ideal F VS2 62.1 54.0 2780.0 5.68 5.72 3.54
0.74 Ideal G VS1 61.5 55.0 2780.0 5.81 5.86 3.59
0.7 Ideal G VS1 61.4 59.0 2780.0 5.64 5.73 3.49
1.01 Premium F I1 61.8 60.0 2781.0 6.39 6.36 3.94
0.77 Ideal H SI1 62.2 56.0 2781.0 5.83 5.88 3.64
0.78 Ideal H SI1 61.2 56.0 2781.0 5.92 5.99 3.64
0.72 Very Good H VS1 60.6 63.0 2782.0 5.83 5.76 3.51
0.53 Very Good D VVS2 57.5 64.0 2782.0 5.34 5.37 3.08
0.76 Ideal G VS2 61.3 56.0 2782.0 5.9 5.94 3.63
0.7 Good E VS1 57.2 62.0 2782.0 5.81 5.77 3.31
0.7 Premium E VS1 62.9 60.0 2782.0 5.62 5.54 3.51
0.75 Very Good D SI2 63.1 58.0 2782.0 5.78 5.73 3.63
0.72 Ideal D SI1 60.8 57.0 2782.0 5.76 5.75 3.5
0.72 Premium D SI1 62.7 59.0 2782.0 5.73 5.69 3.58
0.7 Premium D SI1 62.8 60.0 2782.0 5.68 5.66 3.56
0.84 Fair G SI1 55.1 67.0 2782.0 6.39 6.2 3.47
0.75 Premium F SI1 61.4 59.0 2782.0 5.88 5.85 3.6
0.52 Ideal F IF 62.2 55.0 2783.0 5.14 5.18 3.21
0.72 Very Good F VS2 63.0 54.0 2784.0 5.69 5.73 3.6
0.79 Very Good H VS1 63.7 56.0 2784.0 5.85 5.92 3.75
0.72 Very Good F VS2 63.6 58.0 2787.0 5.66 5.69 3.61
0.51 Ideal F VVS1 62.0 57.0 2787.0 5.11 5.15 3.18
0.64 Ideal D VS1 61.5 56.0 2787.0 5.54 5.55 3.41
0.7 Very Good H VVS1 60.5 60.0 2788.0 5.74 5.77 3.48
0.83 Very Good I VS1 61.1 60.0 2788.0 6.07 6.1 3.72
0.76 Ideal I VVS2 61.8 56.0 2788.0 5.85 5.87 3.62
0.71 Good D VS2 63.3 56.0 2788.0 5.64 5.68 3.58
0.77 Good G VS1 59.4 64.0 2788.0 5.97 5.92 3.53
0.71 Ideal F SI1 62.5 55.0 2788.0 5.71 5.65 3.55
1.01 Fair E I1 64.5 58.0 2788.0 6.29 6.21 4.03
1.01 Premium H SI2 62.7 59.0 2788.0 6.31 6.22 3.93
0.77 Good F SI1 64.2 52.0 2789.0 5.81 5.77 3.72
0.76 Good E SI1 63.7 54.0 2789.0 5.76 5.85 3.7
0.76 Premium E SI1 60.4 58.0 2789.0 5.92 5.94 3.58
0.76 Premium E SI1 61.8 58.0 2789.0 5.82 5.86 3.61
1.05 Very Good J SI2 63.2 56.0 2789.0 6.49 6.45 4.09
0.81 Ideal G SI2 61.6 56.0 2789.0 5.97 6.01 3.69
0.7 Ideal E SI1 61.6 56.0 2789.0 5.72 5.75 3.53
0.55 Ideal G IF 60.9 57.0 2789.0 5.28 5.3 3.22
0.81 Good G SI2 61.0 61.0 2789.0 5.94 5.99 3.64
0.63 Premium E VVS2 62.1 57.0 2789.0 5.48 5.41 3.38
0.63 Premium E VVS1 60.9 60.0 2789.0 5.55 5.52 3.37
0.77 Premium H VS1 61.3 60.0 2789.0 5.9 5.88 3.61
1.05 Fair J SI2 65.8 59.0 2789.0 6.41 6.27 4.18
0.64 Ideal G IF 61.3 56.0 2790.0 5.54 5.58 3.41
0.76 Premium I VVS1 58.8 59.0 2790.0 6.0 5.94 3.51
0.83 Ideal F SI2 62.3 55.0 2790.0 6.02 6.05 3.76
0.71 Premium F VS1 60.1 62.0 2790.0 5.77 5.74 3.46
0.71 Premium F VS1 61.8 59.0 2790.0 5.73 5.69 3.53
0.87 Very Good I SI1 63.6 55.8 2791.0 6.07 6.1 3.87
0.73 Ideal E SI1 62.2 56.0 2791.0 5.74 5.78 3.58
0.71 Premium E SI1 59.2 59.0 2792.0 5.83 5.86 3.46
0.71 Premium E SI1 61.8 59.0 2792.0 5.7 5.75 3.54
0.71 Ideal E SI1 61.3 55.0 2792.0 5.72 5.77 3.52
0.7 Premium F VS1 62.1 60.0 2792.0 5.71 5.65 3.53
0.7 Premium F VS1 60.7 60.0 2792.0 5.78 5.75 3.5
0.76 Premium H VVS2 59.6 57.0 2792.0 5.91 5.86 3.51
0.7 Ideal F VS1 62.2 56.0 2792.0 5.73 5.68 3.55
0.79 Very Good G SI1 60.6 57.0 2793.0 5.98 6.06 3.65
0.7 Very Good E VS2 62.9 57.0 2793.0 5.66 5.69 3.57
0.7 Good E VS2 64.1 55.0 2793.0 5.6 5.66 3.61
0.76 Ideal I VS2 61.3 56.0 2793.0 5.87 5.91 3.61
0.73 Ideal H VS2 62.7 55.0 2793.0 5.72 5.76 3.6
0.79 Very Good E SI1 63.2 56.0 2794.0 5.91 5.86 3.72
0.71 Very Good E VS2 60.7 56.0 2795.0 5.81 5.82 3.53
0.81 Premium I VVS2 61.9 60.0 2795.0 5.91 5.86 3.64
0.81 Ideal F SI2 62.6 55.0 2795.0 5.92 5.96 3.72
0.72 Good F VS1 60.7 60.0 2795.0 5.74 5.72 3.48
0.72 Premium D SI2 62.0 60.0 2795.0 5.73 5.69 3.54
0.72 Premium I IF 63.0 57.0 2795.0 5.72 5.7 3.6
0.81 Premium H VS2 58.0 59.0 2795.0 6.17 6.13 3.57
0.72 Premium G VS2 62.9 57.0 2795.0 5.73 5.65 3.58
1.0 Premium I SI2 58.2 60.0 2795.0 6.61 6.55 3.83
0.73 Good E SI1 63.2 58.0 2796.0 5.7 5.76 3.62
0.81 Very Good H SI2 61.3 59.0 2797.0 5.94 6.01 3.66
0.81 Very Good E SI1 60.3 60.0 2797.0 6.07 6.1 3.67
0.71 Premium D SI1 62.7 60.0 2797.0 5.67 5.71 3.57
0.71 Premium D SI1 61.3 58.0 2797.0 5.73 5.75 3.52
0.71 Premium D SI1 61.6 60.0 2797.0 5.74 5.69 3.52
0.57 Ideal F VVS2 61.9 55.0 2797.0 5.34 5.35 3.31
0.51 Ideal D VVS1 61.7 56.0 2797.0 5.12 5.16 3.17
0.72 Ideal G VS2 61.9 58.0 2797.0 5.72 5.75 3.55
0.74 Ideal H VS1 61.8 58.0 2797.0 5.77 5.81 3.58
0.74 Ideal H VS1 61.6 56.0 2797.0 5.81 5.82 3.58
0.7 Fair G VVS1 58.8 66.0 2797.0 5.81 5.9 3.44
0.8 Premium F SI2 61.0 57.0 2797.0 6.03 6.01 3.67
1.01 Fair E SI2 67.4 60.0 2797.0 6.19 6.05 4.13
0.8 Very Good H VS2 63.4 60.0 2797.0 5.92 5.82 3.72
0.77 Ideal I VS1 61.5 59.0 2798.0 5.87 5.91 3.62
0.83 Very Good E SI2 58.0 62.0 2799.0 6.19 6.25 3.61
0.82 Ideal F SI2 62.4 54.0 2799.0 5.97 6.02 3.74
0.78 Ideal D SI1 61.9 57.0 2799.0 5.91 5.86 3.64
0.6 Very Good G IF 61.6 56.0 2800.0 5.43 5.46 3.35
0.9 Good I SI2 62.2 59.0 2800.0 6.07 6.11 3.79
0.7 Premium E VS1 62.2 58.0 2800.0 5.6 5.66 3.5
0.9 Very Good I SI2 61.3 56.0 2800.0 6.17 6.23 3.8
0.83 Ideal G SI1 62.3 57.0 2800.0 5.99 6.08 3.76
0.83 Ideal G SI1 61.8 57.0 2800.0 6.03 6.07 3.74
0.83 Very Good H SI1 62.5 59.0 2800.0 5.95 6.02 3.74
0.74 Premium G VS1 62.9 60.0 2800.0 5.74 5.68 3.59
0.79 Ideal I VS1 61.8 59.0 2800.0 5.92 5.95 3.67
0.61 Ideal G IF 62.3 56.0 2800.0 5.43 5.45 3.39
0.76 Fair G VS1 59.0 70.0 2800.0 5.89 5.8 3.46
0.96 Ideal F I1 60.7 55.0 2801.0 6.37 6.41 3.88
0.73 Ideal F VS2 62.5 55.0 2801.0 5.8 5.76 3.61
0.73 Premium F VS2 62.7 58.0 2801.0 5.76 5.7 3.59
0.75 Ideal H SI1 60.4 57.0 2801.0 5.93 5.96 3.59
0.71 Premium F VS2 62.1 58.0 2801.0 5.7 5.67 3.53
0.71 Good F VS2 57.8 60.0 2801.0 5.9 5.87 3.4
0.71 Good F VS2 63.8 58.0 2801.0 5.64 5.61 3.59
0.71 Premium F VS2 62.8 57.0 2801.0 5.69 5.64 3.56
1.04 Premium G I1 62.2 58.0 2801.0 6.46 6.41 4.0
1.0 Premium J SI2 62.3 58.0 2801.0 6.45 6.34 3.98
0.87 Very Good G SI2 59.9 58.0 2802.0 6.19 6.23 3.72
0.53 Ideal F IF 61.9 54.0 2802.0 5.22 5.25 3.24
0.72 Premium E VS2 63.0 55.0 2802.0 5.79 5.61 3.59
0.72 Premium F VS1 62.4 58.0 2802.0 5.83 5.7 3.6
0.7 Very Good F VS2 62.9 58.0 2803.0 5.63 5.65 3.55
0.74 Very Good E SI1 63.5 56.0 2803.0 5.74 5.79 3.66
0.71 Ideal G VS2 61.3 56.0 2803.0 5.75 5.71 3.51
0.73 Ideal E SI1 60.6 54.0 2803.0 5.84 5.89 3.55
0.7 Good G VS1 65.1 58.0 2803.0 5.56 5.59 3.63
0.71 Premium F VS2 62.6 58.0 2803.0 5.7 5.67 3.56
0.71 Premium F VS2 58.0 62.0 2803.0 5.85 5.81 3.38
0.71 Premium G VS1 62.4 61.0 2803.0 5.7 5.65 3.54
0.77 Premium G VS2 61.3 57.0 2803.0 5.93 5.88 3.62
0.71 Premium G VS2 59.9 60.0 2803.0 5.81 5.77 3.47
0.78 Premium G VS2 60.8 58.0 2803.0 6.03 5.95 3.64
0.71 Very Good G VS1 63.5 55.0 2803.0 5.66 5.64 3.59
0.91 Ideal D SI2 62.2 57.0 2803.0 6.21 6.15 3.85
0.71 Very Good E VS2 63.8 58.0 2804.0 5.62 5.66 3.6
0.71 Very Good E VS2 64.0 57.0 2804.0 5.66 5.68 3.63
0.8 Very Good E SI2 62.5 56.0 2804.0 5.88 5.96 3.7
0.7 Very Good D SI1 62.3 58.0 2804.0 5.69 5.73 3.56
0.72 Ideal F VS1 61.7 57.0 2804.0 5.74 5.77 3.55
0.72 Very Good F VS1 62.2 58.0 2804.0 5.75 5.7 3.56
0.82 Ideal H VS2 61.5 56.0 2804.0 6.01 6.08 3.72
0.7 Ideal D SI1 61.0 59.0 2804.0 5.68 5.7 3.47
0.72 Ideal D SI1 62.2 56.0 2804.0 5.74 5.77 3.58
0.72 Ideal D SI1 61.5 54.0 2804.0 5.77 5.8 3.56
0.9 Fair I SI1 67.3 59.0 2804.0 5.93 5.84 3.96
0.74 Premium F VS2 61.7 58.0 2805.0 5.85 5.78 3.59
0.74 Premium F VS2 61.9 56.0 2805.0 5.8 5.77 3.58
0.73 Ideal E SI2 61.8 58.0 2805.0 5.77 5.81 3.58
0.57 Fair E VVS1 58.7 66.0 2805.0 5.34 5.43 3.16
0.73 Premium F VS2 62.5 57.0 2805.0 5.75 5.7 3.58
0.72 Ideal G VS2 62.8 56.0 2805.0 5.74 5.7 3.59
0.74 Fair F VS2 61.1 68.0 2805.0 5.82 5.75 3.53
0.82 Good G VS2 64.0 57.0 2805.0 5.92 5.89 3.78
0.81 Very Good G SI1 62.5 60.0 2806.0 5.89 5.94 3.69
0.75 Very Good H VVS1 60.6 58.0 2806.0 5.85 5.9 3.56
0.7 Ideal F SI1 61.6 55.0 2806.0 5.72 5.74 3.53
0.71 Very Good F VS1 62.2 58.0 2807.0 5.66 5.72 3.54
0.71 Very Good F VS1 60.0 57.0 2807.0 5.84 5.9 3.52
0.93 Premium J SI2 61.9 57.0 2807.0 6.21 6.19 3.84
0.8 Very Good H VS2 62.8 57.0 2808.0 5.87 5.91 3.7
0.7 Very Good F VS1 62.0 57.0 2808.0 5.64 5.71 3.52
1.0 Fair G I1 66.4 59.0 2808.0 6.16 6.09 4.07
0.75 Very Good G VS2 63.4 56.0 2808.0 5.78 5.74 3.65
0.58 Ideal E VVS2 60.9 56.0 2808.0 5.41 5.43 3.3
0.73 Very Good D SI1 63.1 57.0 2808.0 5.74 5.7 3.61
0.81 Very Good F SI1 63.1 59.0 2809.0 5.85 5.79 3.67
0.81 Premium D SI2 59.2 57.0 2809.0 6.15 6.05 3.61
0.71 Premium F SI1 60.7 54.0 2809.0 5.84 5.8 3.53
1.2 Fair F I1 64.6 56.0 2809.0 6.73 6.66 4.33
0.7 Very Good F VS1 61.8 56.0 2810.0 5.63 5.7 3.5
0.7 Very Good F VS1 59.9 60.0 2810.0 5.77 5.84 3.48
0.74 Ideal D SI2 61.7 55.0 2810.0 5.81 5.85 3.6
0.7 Good F VS1 62.8 61.0 2810.0 5.57 5.61 3.51
0.8 Good G SI1 62.7 57.0 2810.0 5.84 5.93 3.69
0.75 Very Good F SI1 63.4 58.0 2811.0 5.72 5.76 3.64
0.83 Very Good D SI1 63.5 54.0 2811.0 5.98 5.95 3.79
1.0 Fair J VS2 65.7 59.0 2811.0 6.14 6.07 4.01
0.99 Fair I SI2 68.1 56.0 2811.0 6.21 6.06 4.18
0.7 Very Good G VS1 63.0 60.0 2812.0 5.57 5.64 3.53
0.7 Very Good F VS2 59.5 58.0 2812.0 5.75 5.85 3.45
0.7 Good E SI1 63.5 59.0 2812.0 5.49 5.53 3.5
0.7 Very Good F VS2 61.7 58.0 2812.0 5.63 5.69 3.49
0.32 Premium I SI1 62.7 58.0 554.0 4.37 4.34 2.73
0.32 Premium I SI1 62.8 58.0 554.0 4.39 4.34 2.74
0.32 Ideal I SI1 62.4 57.0 554.0 4.37 4.35 2.72
0.32 Premium I SI1 61.0 59.0 554.0 4.39 4.36 2.67
0.32 Very Good I SI1 63.1 56.0 554.0 4.39 4.36 2.76
0.32 Ideal I SI1 60.7 57.0 554.0 4.47 4.42 2.7
0.3 Premium H SI1 60.9 59.0 554.0 4.31 4.29 2.62
0.3 Premium H SI1 60.1 55.0 554.0 4.41 4.38 2.64
0.3 Premium H SI1 62.9 58.0 554.0 4.28 4.24 2.68
0.3 Very Good H SI1 63.3 56.0 554.0 4.29 4.27 2.71
0.3 Good H SI1 63.8 55.0 554.0 4.26 4.2 2.7
0.3 Ideal H SI1 62.9 57.0 554.0 4.27 4.22 2.67
0.3 Very Good H SI1 63.4 60.0 554.0 4.25 4.23 2.69
0.32 Good I SI1 63.9 55.0 554.0 4.36 4.34 2.78
0.33 Ideal H SI2 61.4 56.0 554.0 4.85 4.79 2.95
0.29 Very Good E VS1 61.9 55.0 555.0 4.28 4.33 2.66
0.29 Very Good E VS1 62.4 55.0 555.0 4.2 4.25 2.63
0.31 Very Good F SI1 61.8 58.0 555.0 4.32 4.35 2.68
0.34 Ideal H VS2 61.5 56.0 555.0 4.47 4.5 2.76
0.34 Ideal H VS2 60.4 57.0 555.0 4.54 4.57 2.75
0.34 Ideal I VS1 61.8 55.0 555.0 4.48 4.52 2.78
0.34 Ideal I VS1 62.0 56.0 555.0 4.5 4.53 2.8
0.3 Ideal G VS1 62.3 56.0 555.0 4.29 4.31 2.68
0.29 Ideal F VS1 61.6 56.0 555.0 4.26 4.31 2.64
0.35 Ideal G SI1 60.6 56.0 555.0 4.56 4.58 2.77
0.43 Very Good E I1 58.4 62.0 555.0 4.94 5.0 2.9
0.32 Very Good F VS2 61.4 58.0 556.0 4.37 4.42 2.7
0.36 Ideal I VS2 61.9 56.0 556.0 4.54 4.57 2.82
0.3 Ideal G VS2 62.0 56.0 556.0 4.28 4.3 2.66
0.26 Ideal E VS1 61.5 57.0 556.0 4.09 4.12 2.52
0.7 Very Good F VS2 62.3 58.0 2812.0 5.64 5.72 3.54
0.7 Very Good F VS2 60.9 61.0 2812.0 5.66 5.71 3.46
0.71 Ideal D SI1 62.4 57.0 2812.0 5.69 5.72 3.56
0.99 Fair J SI1 55.0 61.0 2812.0 6.72 6.67 3.68
0.73 Premium E VS2 58.6 60.0 2812.0 5.92 5.89 3.46
0.51 Ideal F VVS1 62.0 57.0 2812.0 5.15 5.11 3.18
0.91 Premium G SI2 59.8 58.0 2813.0 6.3 6.29 3.77
0.84 Very Good E SI1 63.4 55.0 2813.0 6.0 5.95 3.79
0.91 Good I VS2 64.3 58.0 2813.0 6.09 6.05 3.9
0.76 Premium E SI1 62.2 59.0 2814.0 5.86 5.81 3.63
0.76 Ideal E SI1 61.7 57.0 2814.0 5.88 5.85 3.62
0.75 Premium E SI1 61.1 59.0 2814.0 5.86 5.83 3.57
0.55 Very Good D VVS1 61.5 56.0 2815.0 5.23 5.27 3.23
0.76 Very Good F SI2 58.5 62.0 2815.0 5.93 6.01 3.49
0.74 Premium G VS1 61.7 58.0 2815.0 5.79 5.81 3.58
0.7 Ideal H SI1 60.4 56.0 2815.0 5.75 5.81 3.49
0.7 Ideal H SI1 61.4 56.0 2815.0 5.7 5.76 3.52
0.7 Ideal H SI1 61.5 55.0 2815.0 5.73 5.79 3.54
0.7 Ideal H SI1 61.4 56.0 2815.0 5.72 5.77 3.53
0.9 Fair J VS2 65.0 56.0 2815.0 6.08 6.04 3.94
0.95 Fair F SI2 56.0 60.0 2815.0 6.62 6.53 3.68
0.89 Premium H SI2 60.2 59.0 2815.0 6.26 6.23 3.76
0.72 Premium E VS2 58.3 58.0 2815.0 5.99 5.92 3.47
0.96 Fair E SI2 53.1 63.0 2815.0 6.73 6.65 3.55
1.02 Premium G I1 60.3 58.0 2815.0 6.55 6.5 3.94
0.78 Very Good I VVS2 61.4 56.0 2816.0 5.91 5.95 3.64
0.61 Ideal G VVS2 60.1 57.0 2816.0 5.52 5.54 3.32
0.71 Good D VS1 63.4 55.0 2816.0 5.61 5.69 3.58
0.78 Premium F SI1 61.5 59.0 2816.0 5.96 5.88 3.64
0.87 Ideal H SI2 62.7 56.0 2816.0 6.16 6.13 3.85
0.83 Ideal H SI1 62.5 55.0 2816.0 6.04 6.0 3.76
0.71 Premium E SI1 61.3 56.0 2817.0 5.78 5.73 3.53
0.71 Ideal I VVS2 60.2 56.0 2817.0 5.84 5.89 3.53
0.71 Ideal E VS2 62.7 57.0 2817.0 5.66 5.64 3.54
0.71 Premium E VS2 62.3 58.0 2817.0 5.69 5.65 3.53
0.63 Ideal F VVS2 61.5 56.0 2817.0 5.48 5.52 3.38
0.71 Premium E SI1 59.2 59.0 2817.0 5.86 5.83 3.46
0.71 Premium E SI1 61.8 59.0 2817.0 5.75 5.7 3.54
0.71 Ideal E SI1 61.3 55.0 2817.0 5.77 5.72 3.52
0.71 Premium E SI1 61.4 58.0 2817.0 5.77 5.73 3.53
0.9 Ideal J VS2 62.8 55.0 2817.0 6.2 6.16 3.88
0.71 Good E SI1 62.8 64.0 2817.0 5.6 5.54 3.5
0.7 Premium E VS2 62.4 61.0 2818.0 5.66 5.63 3.52
0.7 Premium E VS2 59.3 60.0 2818.0 5.78 5.73 3.41
0.7 Premium E VS2 63.0 60.0 2818.0 5.64 5.6 3.54
1.0 Premium H I1 61.3 60.0 2818.0 6.43 6.39 3.93
0.86 Premium F SI2 59.3 62.0 2818.0 6.36 6.22 3.73
0.8 Ideal H SI1 61.0 57.0 2818.0 6.07 6.0 3.68
0.7 Ideal E VS1 62.9 57.0 2818.0 5.66 5.61 3.54
0.7 Premium E VS1 59.6 57.0 2818.0 5.91 5.83 3.5
0.7 Premium F VS2 61.8 60.0 2818.0 5.69 5.64 3.5
0.7 Premium E VS1 62.7 57.0 2818.0 5.68 5.64 3.55
1.0 Fair H SI2 65.3 62.0 2818.0 6.34 6.12 4.08
0.72 Very Good G VS1 63.8 58.0 2819.0 5.64 5.68 3.61
0.72 Ideal H VS1 62.3 56.0 2819.0 5.73 5.77 3.58
0.7 Good F VS1 59.7 63.0 2819.0 5.76 5.79 3.45
0.86 Good F SI2 64.3 60.0 2819.0 5.97 5.95 3.83
0.71 Ideal G VS1 62.9 58.0 2820.0 5.66 5.69 3.57
0.75 Ideal E SI1 62.0 57.0 2821.0 5.8 5.78 3.59
0.73 Premium E VS2 61.6 59.0 2821.0 5.77 5.73 3.54
0.53 Ideal E VVS1 61.9 55.0 2821.0 5.2 5.21 3.22
0.73 Premium E SI1 61.3 58.0 2821.0 5.83 5.76 3.55
0.73 Good E SI1 63.6 57.0 2821.0 5.72 5.7 3.63
0.73 Premium E SI1 59.6 61.0 2821.0 5.92 5.85 3.51
0.73 Premium E SI1 62.2 59.0 2821.0 5.77 5.68 3.56
0.73 Premium D SI1 61.7 55.0 2821.0 5.84 5.82 3.6
0.73 Very Good E SI1 63.2 58.0 2821.0 5.76 5.7 3.62
0.7 Premium E VS1 60.8 60.0 2822.0 5.74 5.71 3.48
0.72 Premium E VS2 60.3 59.0 2822.0 5.84 5.8 3.51
0.72 Premium E VS2 60.9 60.0 2822.0 5.8 5.76 3.52
0.72 Premium E VS2 62.4 59.0 2822.0 5.77 5.7 3.58
0.7 Premium E VS2 60.2 60.0 2822.0 5.73 5.7 3.44
0.6 Ideal F VVS2 62.0 55.0 2822.0 5.37 5.4 3.34
0.74 Ideal I VVS1 60.8 57.0 2822.0 5.85 5.89 3.57
0.73 Ideal F SI1 62.1 55.0 2822.0 5.75 5.78 3.58
0.71 Premium D SI1 62.7 60.0 2822.0 5.71 5.67 3.57
0.71 Premium D SI1 61.3 58.0 2822.0 5.75 5.73 3.52
0.7 Premium D SI1 60.2 60.0 2822.0 5.82 5.75 3.48
0.7 Ideal D SI1 60.7 56.0 2822.0 5.75 5.72 3.48
0.9 Good J VS2 64.0 61.0 2822.0 6.04 6.03 3.86
0.71 Ideal D SI1 60.2 56.0 2822.0 5.86 5.83 3.52
0.7 Premium E VS2 61.5 59.0 2822.0 5.73 5.68 3.51
0.7 Premium E VS2 62.6 56.0 2822.0 5.71 5.66 3.56
0.7 Ideal D SI1 59.7 58.0 2822.0 5.82 5.77 3.46
0.7 Good E SI1 61.4 64.0 2822.0 5.71 5.66 3.49
0.7 Ideal D SI1 62.5 57.0 2822.0 5.62 5.59 3.51
0.7 Ideal D SI1 61.8 56.0 2822.0 5.73 5.63 3.51
0.7 Premium E VS2 60.7 62.0 2822.0 5.72 5.68 3.46
0.7 Premium F VS2 60.6 58.0 2822.0 5.8 5.72 3.49
0.7 Ideal D SI1 61.4 54.0 2822.0 5.75 5.71 3.52
0.79 Very Good D SI2 62.8 59.0 2823.0 5.86 5.9 3.69
0.9 Good I SI1 63.8 57.0 2823.0 6.06 6.13 3.89
0.71 Premium E VS2 62.3 58.0 2823.0 5.71 5.66 3.54
0.61 Ideal E VVS2 61.3 54.0 2823.0 5.51 5.59 3.4
0.9 Fair H SI2 65.8 54.0 2823.0 6.05 5.98 3.96
0.71 Ideal E SI1 60.5 56.0 2823.0 5.77 5.73 3.47
0.71 Premium D VS2 61.2 59.0 2824.0 5.74 5.69 3.5
0.77 Ideal I VVS2 62.1 57.0 2824.0 5.84 5.86 3.63
0.74 Good E VS1 63.1 58.0 2824.0 5.73 5.75 3.62
0.82 Ideal F SI2 62.4 54.0 2824.0 6.02 5.97 3.74
0.82 Premium E SI2 60.8 60.0 2824.0 6.05 6.03 3.67
0.71 Premium G VS1 62.2 59.0 2825.0 5.73 5.66 3.54
0.83 Premium H SI1 60.0 59.0 2825.0 6.08 6.05 3.64
0.73 Very Good G VS1 62.0 57.0 2825.0 5.75 5.8 3.58
0.83 Premium H SI1 62.5 59.0 2825.0 6.02 5.95 3.74
1.17 Premium J I1 60.2 61.0 2825.0 6.9 6.83 4.13
0.91 Fair H SI2 61.3 67.0 2825.0 6.24 6.19 3.81
0.73 Premium E VS1 62.6 60.0 2826.0 5.75 5.68 3.58
0.7 Good E VS1 57.2 59.0 2826.0 5.94 5.88 3.38
0.9 Premium I SI2 62.2 59.0 2826.0 6.11 6.07 3.79
0.7 Premium E VS1 62.2 58.0 2826.0 5.66 5.6 3.5
0.7 Very Good D VS2 63.3 56.0 2826.0 5.6 5.58 3.54
0.7 Premium E VS1 59.4 61.0 2826.0 5.78 5.74 3.42
0.9 Very Good I SI2 63.5 56.0 2826.0 6.17 6.07 3.88
0.78 Premium F SI1 60.8 60.0 2826.0 5.97 5.94 3.62
0.96 Ideal F I1 60.7 55.0 2826.0 6.41 6.37 3.88
0.7 Very Good D SI1 62.3 59.0 2827.0 5.67 5.7 3.54
0.72 Good D VS2 64.0 54.0 2827.0 5.68 5.7 3.64
0.79 Premium H VVS2 62.6 58.0 2827.0 5.96 5.9 3.71
0.7 Ideal H VVS1 61.6 57.0 2827.0 5.69 5.74 3.52
0.7 Ideal H VVS1 62.3 55.0 2827.0 5.66 5.7 3.54
0.7 Ideal D SI2 60.6 57.0 2828.0 5.74 5.77 3.49
1.01 Premium H SI2 61.6 61.0 2828.0 6.39 6.31 3.91
0.72 Premium F VS1 62.2 58.0 2829.0 5.75 5.7 3.56
0.8 Good E SI2 63.7 54.0 2829.0 5.91 5.87 3.75
0.59 Ideal E VVS1 62.0 56.0 2829.0 5.36 5.38 3.33
0.72 Ideal F VS1 61.7 57.0 2829.0 5.77 5.74 3.55
0.75 Premium E SI2 61.9 57.0 2829.0 5.88 5.82 3.62
0.8 Premium E SI2 60.2 57.0 2829.0 6.05 6.01 3.63
0.71 Very Good E VS2 62.7 59.0 2830.0 5.65 5.7 3.56
0.77 Very Good H SI1 61.7 56.0 2830.0 5.84 5.89 3.62
0.97 Ideal F I1 60.7 56.0 2830.0 6.41 6.43 3.9
0.53 Ideal F VVS1 60.9 57.0 2830.0 5.23 5.29 3.19
0.53 Ideal F VVS1 61.8 57.0 2830.0 5.16 5.19 3.2
0.8 Ideal I VS2 62.1 54.4 2830.0 5.94 5.99 3.7
0.9 Premium G SI1 60.6 62.0 2830.0 6.21 6.13 3.74
0.76 Very Good E SI2 60.8 60.0 2831.0 5.89 5.98 3.61
0.72 Ideal E SI1 62.3 57.0 2831.0 5.7 5.76 3.57
0.75 Ideal E SI1 61.4 57.0 2831.0 5.82 5.87 3.59
0.72 Premium E SI1 62.1 58.0 2831.0 5.73 5.76 3.57
0.79 Ideal G SI1 61.8 56.0 2831.0 5.93 5.91 3.66
0.72 Very Good F VS2 62.5 58.0 2832.0 5.71 5.75 3.58
0.91 Very Good I SI2 62.8 61.0 2832.0 6.15 6.18 3.87
0.71 Premium G VVS2 62.1 57.0 2832.0 5.75 5.65 3.54
0.81 Premium G SI1 63.0 60.0 2832.0 5.87 5.81 3.68
0.82 Ideal H SI1 62.5 57.0 2832.0 5.91 5.97 3.71
0.71 Premium F VS1 62.2 58.0 2832.0 5.72 5.66 3.54
0.9 Good J SI1 64.3 63.0 2832.0 6.05 6.01 3.88
0.8 Very Good I VS2 62.0 58.0 2833.0 5.86 5.95 3.66
0.56 Very Good E IF 61.0 59.0 2833.0 5.28 5.34 3.24
0.7 Very Good D VS2 59.6 61.0 2833.0 5.77 5.8 3.45
0.7 Ideal D VS2 61.0 57.0 2833.0 5.74 5.76 3.51
0.61 Ideal F VVS2 61.7 55.0 2833.0 5.45 5.48 3.37
0.85 Ideal H SI2 62.5 57.0 2833.0 6.02 6.07 3.78
0.7 Ideal F SI1 60.7 57.0 2833.0 5.73 5.75 3.49
0.8 Ideal G VS2 62.2 56.0 2834.0 5.94 5.87 3.67
0.8 Ideal H VS2 62.8 57.0 2834.0 5.91 5.87 3.7
0.51 Very Good D VVS1 59.9 58.0 2834.0 5.16 5.19 3.1
0.53 Ideal F VVS1 61.4 57.0 2834.0 5.2 5.23 3.2
0.78 Ideal I VS2 61.8 55.0 2834.0 5.92 5.95 3.67
0.9 Very Good J SI1 63.4 54.0 2834.0 6.17 6.14 3.9
0.9 Fair G SI2 65.3 59.0 2834.0 6.07 6.0 3.94
0.77 Ideal E SI2 60.7 55.0 2834.0 6.01 5.95 3.63
0.73 Ideal F VS1 61.2 56.0 2835.0 5.89 5.81 3.58
0.63 Ideal F VVS2 61.9 57.0 2835.0 5.47 5.51 3.4
0.7 Ideal E VS2 61.5 54.0 2835.0 5.7 5.75 3.52
0.72 Ideal E VS2 62.8 57.0 2835.0 5.71 5.73 3.59
0.72 Ideal E SI1 61.0 57.0 2835.0 5.78 5.8 3.53
0.75 Premium F VS2 59.6 59.0 2835.0 6.04 5.94 3.57
0.82 Very Good H SI1 60.7 56.0 2836.0 6.04 6.06 3.67
0.71 Good E VS2 62.8 60.0 2836.0 5.6 5.65 3.53
0.7 Premium E VS1 62.6 59.0 2837.0 5.69 5.66 3.55
0.7 Ideal E VS1 61.8 56.0 2837.0 5.74 5.69 3.53
0.71 Ideal F SI1 59.8 53.0 2838.0 5.86 5.82 3.49
0.76 Very Good H SI1 60.9 55.0 2838.0 5.92 5.94 3.61
0.82 Fair F SI1 64.9 58.0 2838.0 5.83 5.79 3.77
0.72 Premium F VS1 58.8 60.0 2838.0 5.91 5.89 3.47
0.7 Premium F VS2 62.3 58.0 2838.0 5.72 5.64 3.54
0.7 Premium F VS2 61.7 58.0 2838.0 5.69 5.63 3.49
0.7 Premium G VS1 62.6 55.0 2838.0 5.73 5.64 3.56
0.7 Premium F VS2 59.4 61.0 2838.0 5.83 5.79 3.45
0.7 Very Good E SI1 63.5 59.0 2838.0 5.53 5.49 3.5
0.7 Premium F VS2 60.9 61.0 2838.0 5.71 5.66 3.46
0.7 Premium F VS2 59.5 58.0 2838.0 5.85 5.75 3.45
0.7 Premium G VS1 63.0 60.0 2838.0 5.64 5.57 3.53
0.74 Very Good E SI1 60.0 57.0 2839.0 5.85 5.89 3.52
0.71 Ideal F VS1 61.5 57.0 2839.0 5.74 5.71 3.52
0.7 Ideal F VS1 61.6 54.0 2839.0 5.75 5.72 3.53
0.71 Ideal F VS1 62.1 55.0 2839.0 5.82 5.68 3.57
0.71 Premium F VS1 59.1 61.0 2839.0 5.84 5.81 3.44
0.71 Premium F VS1 59.0 60.0 2839.0 5.82 5.8 3.43
0.71 Premium F VS1 60.5 58.0 2839.0 5.75 5.72 3.47
0.7 Ideal F VS1 62.4 53.0 2839.0 5.73 5.71 3.57
0.73 Ideal G VS2 61.8 54.0 2839.0 5.8 5.82 3.59
0.7 Ideal E VS2 62.1 54.0 2839.0 5.69 5.72 3.54
0.7 Ideal G VS1 61.3 57.0 2839.0 5.71 5.74 3.51
0.71 Premium G VVS2 60.3 58.0 2839.0 5.82 5.78 3.5
0.71 Premium F VS1 59.2 58.0 2839.0 5.87 5.82 3.46
0.79 Premium G VS2 59.3 62.0 2839.0 6.09 6.01 3.59
0.71 Premium F VS1 62.7 59.0 2839.0 5.7 5.62 3.55
0.77 Very Good H VS1 61.0 60.0 2840.0 5.9 5.87 3.59
0.75 Very Good F SI2 59.8 56.0 2840.0 5.85 5.92 3.52
0.7 Ideal F SI1 61.0 56.0 2840.0 5.75 5.8 3.52
0.71 Premium F VS2 59.3 56.0 2840.0 5.88 5.82 3.47
0.92 Ideal D SI2 61.9 56.0 2840.0 6.27 6.2 3.86
0.83 Premium F SI2 61.4 59.0 2840.0 6.08 6.04 3.72
0.7 Premium H VVS1 59.2 60.0 2840.0 5.87 5.78 3.45
0.73 Premium F VS2 60.3 59.0 2841.0 5.9 5.87 3.55
0.71 Very Good D VS1 63.4 55.0 2841.0 5.69 5.61 3.58
0.73 Very Good D SI1 63.9 57.0 2841.0 5.66 5.71 3.63
0.82 Ideal F SI2 61.7 53.0 2841.0 6.0 6.12 3.74
0.82 Ideal F SI2 62.3 56.0 2841.0 5.96 6.02 3.73
0.82 Very Good F SI2 59.7 57.0 2841.0 6.12 6.14 3.66
0.52 Ideal F VVS1 61.2 56.0 2841.0 5.19 5.21 3.18
1.0 Premium F I1 58.9 60.0 2841.0 6.6 6.55 3.87
0.95 Fair G SI1 66.7 56.0 2841.0 6.16 6.03 4.06
0.73 Ideal D SI1 61.4 57.0 2841.0 5.76 5.8 3.55
0.73 Premium F VS2 59.9 59.0 2841.0 5.87 5.77 3.5
0.73 Premium G VS1 61.4 58.0 2841.0 5.82 5.77 3.56
0.8 Ideal I VS1 62.6 54.0 2842.0 5.92 5.96 3.72
0.7 Premium F VS2 58.7 61.0 2842.0 5.8 5.72 3.38
0.7 Very Good E VS2 60.2 62.0 2843.0 5.71 5.75 3.45
0.7 Very Good E VS2 62.7 58.0 2843.0 5.65 5.67 3.55
0.71 Very Good E VS2 59.4 58.0 2843.0 5.76 5.82 3.44
0.81 Very Good F SI2 63.2 58.0 2843.0 5.91 5.92 3.74
0.71 Very Good D SI1 61.5 58.0 2843.0 5.73 5.79 3.54
0.73 Ideal G VVS2 61.3 57.0 2843.0 5.81 5.84 3.57
0.73 Very Good F VS1 61.8 59.0 2843.0 5.73 5.79 3.56
0.72 Ideal E VS2 62.0 57.0 2843.0 5.71 5.74 3.55
0.81 Ideal F SI2 62.1 57.0 2843.0 5.91 5.95 3.68
0.71 Ideal G VVS2 60.7 57.0 2843.0 5.81 5.78 3.52
0.73 Very Good E SI1 57.7 61.0 2844.0 5.92 5.96 3.43
0.7 Very Good E VS1 62.0 59.0 2844.0 5.65 5.68 3.51
1.01 Ideal I I1 61.5 57.0 2844.0 6.45 6.46 3.97
1.01 Good I I1 63.1 57.0 2844.0 6.35 6.39 4.02
0.79 Ideal H VS2 62.5 57.0 2844.0 5.91 5.93 3.7
0.7 Very Good E VS2 61.8 59.0 2845.0 5.65 5.68 3.5
0.7 Very Good E VS2 58.9 60.0 2845.0 5.83 5.85 3.44
0.8 Good H VS2 63.4 60.0 2845.0 5.92 5.82 3.72
1.27 Premium H SI2 59.3 61.0 2845.0 7.12 7.05 4.2
0.79 Ideal D SI1 61.5 56.0 2846.0 5.96 5.91 3.65
0.72 Very Good F VS1 60.2 59.0 2846.0 5.79 5.84 3.5
0.73 Ideal H VVS2 61.6 56.0 2846.0 5.79 5.84 3.58
1.01 Fair H SI2 65.4 59.0 2846.0 6.3 6.26 4.11
1.01 Good H I1 64.2 61.0 2846.0 6.25 6.18 3.99
0.73 Ideal E SI1 59.1 59.0 2846.0 5.92 5.95 3.51
0.7 Ideal E SI1 61.6 57.0 2846.0 5.71 5.76 3.53
0.7 Good F VS2 59.1 61.0 2846.0 5.76 5.84 3.43
0.77 Premium E SI1 62.9 59.0 2846.0 5.84 5.79 3.66
0.77 Premium G VS2 61.3 60.0 2846.0 5.91 5.81 3.59
0.77 Premium G VS1 61.4 58.0 2846.0 5.94 5.89 3.63
0.84 Very Good H SI1 61.2 57.0 2847.0 6.1 6.12 3.74
0.72 Ideal E SI1 60.3 57.0 2847.0 5.83 5.85 3.52
0.76 Premium D SI1 61.1 59.0 2847.0 5.93 5.88 3.61
0.7 Very Good G VVS2 62.9 59.0 2848.0 5.61 5.68 3.55
0.54 Ideal D VVS2 61.5 55.0 2848.0 5.25 5.29 3.24
0.75 Fair D SI2 64.6 57.0 2848.0 5.74 5.72 3.7
0.79 Good E SI1 64.1 54.0 2849.0 5.86 5.84 3.75
0.74 Very Good E VS1 63.1 58.0 2849.0 5.75 5.73 3.62
0.7 Very Good E VS2 61.0 60.0 2850.0 5.74 5.77 3.51
0.7 Ideal F VS2 60.8 59.0 2850.0 5.69 5.79 3.49
0.75 Ideal J SI1 61.5 56.0 2850.0 5.83 5.87 3.6
1.2 Very Good H I1 63.1 60.0 2850.0 6.75 6.67 4.23
0.8 Very Good F SI1 63.4 57.0 2851.0 5.89 5.82 3.71
0.66 Ideal D VS1 62.1 56.0 2851.0 5.54 5.57 3.45
0.87 Very Good F SI2 61.0 63.0 2851.0 6.22 6.07 3.75
0.86 Premium H SI1 62.7 59.0 2851.0 6.04 5.98 3.77
0.74 Ideal F SI1 61.0 57.0 2851.0 5.85 5.81 3.56
0.58 Very Good E IF 60.6 59.0 2852.0 5.37 5.43 3.27
0.78 Ideal I VS1 61.5 57.0 2852.0 5.88 5.92 3.63
0.74 Ideal G SI1 61.3 55.0 2852.0 5.85 5.86 3.59
0.73 Ideal E SI1 62.7 55.0 2852.0 5.7 5.79 3.6
0.91 Very Good I SI1 63.5 57.0 2852.0 6.12 6.07 3.87
0.71 Premium F VS2 62.6 58.0 2853.0 5.67 5.7 3.56
0.71 Good G VS1 63.5 55.0 2853.0 5.64 5.66 3.59
0.79 Ideal D SI2 62.8 57.0 2853.0 5.9 5.85 3.69
0.79 Premium D SI2 60.0 60.0 2853.0 6.07 6.03 3.63
0.71 Premium E SI1 62.7 58.0 2853.0 5.73 5.66 3.57
0.82 Premium I VS1 61.9 58.0 2853.0 5.99 5.97 3.7
0.78 Very Good H VS1 61.9 57.1 2854.0 5.87 5.95 3.66
0.7 Very Good E VS1 62.4 56.0 2854.0 5.64 5.7 3.54
1.12 Premium H I1 59.1 61.0 2854.0 6.78 6.75 4.0
0.73 Premium E VS2 62.0 57.0 2854.0 5.86 5.76 3.6
0.91 Fair J VS2 64.4 62.0 2854.0 6.06 6.03 3.89
0.91 Fair J VS2 65.4 60.0 2854.0 6.04 6.0 3.94
0.91 Good J VS2 64.2 58.0 2854.0 6.12 6.09 3.92
0.91 Fair H SI1 65.8 58.0 2854.0 6.04 6.01 3.96
0.7 Premium E VS1 58.4 59.0 2854.0 5.91 5.83 3.43
0.68 Premium F VVS2 61.7 57.0 2854.0 5.67 5.64 3.49
0.73 Very Good F VS2 62.5 57.0 2855.0 5.7 5.75 3.58
1.03 Good J SI1 63.6 57.0 2855.0 6.38 6.29 4.03
0.74 Premium D VS2 62.4 57.0 2855.0 5.8 5.74 3.6
0.98 Fair E SI2 53.3 67.0 2855.0 6.82 6.74 3.61
1.02 Fair I SI1 53.0 63.0 2856.0 6.84 6.77 3.66
1.0 Fair G SI2 67.8 61.0 2856.0 5.96 5.9 4.02
1.02 Ideal H SI2 61.6 55.0 2856.0 6.49 6.43 3.98
0.6 Ideal F VVS2 60.8 57.0 2856.0 5.44 5.49 3.32
0.8 Ideal G SI2 61.6 56.0 2856.0 5.97 6.01 3.69
0.97 Ideal F I1 60.7 56.0 2856.0 6.43 6.41 3.9
1.0 Fair I SI1 67.9 62.0 2856.0 6.19 6.03 4.15
0.26 Ideal E VS1 62.3 57.0 556.0 4.05 4.08 2.53
0.26 Ideal E VS1 62.1 56.0 556.0 4.09 4.12 2.55
0.36 Ideal H SI1 61.9 55.0 556.0 4.57 4.59 2.83
0.34 Good G VS2 57.5 61.0 556.0 4.6 4.66 2.66
0.34 Good E SI1 63.3 57.0 556.0 4.44 4.47 2.82
0.34 Good E SI1 63.5 55.0 556.0 4.44 4.47 2.83
0.34 Good E SI1 63.4 55.0 556.0 4.44 4.46 2.82
0.34 Very Good G VS2 59.6 62.0 556.0 4.54 4.56 2.71
0.34 Ideal E SI1 62.2 54.0 556.0 4.47 4.5 2.79
0.32 Good E VS2 64.1 54.0 556.0 4.34 4.37 2.79
0.31 Ideal I VVS1 61.6 55.0 557.0 4.36 4.41 2.7
0.31 Ideal I VVS1 61.3 56.0 557.0 4.36 4.38 2.68
0.31 Ideal I VVS1 62.3 54.0 557.0 4.37 4.4 2.73
0.31 Ideal I VVS1 62.0 54.0 557.0 4.37 4.4 2.72
0.31 Ideal I VVS1 62.7 53.0 557.0 4.33 4.35 2.72
0.31 Ideal I VVS1 62.2 53.0 557.0 4.36 4.38 2.72
0.31 Ideal G VS2 62.2 53.6 557.0 4.32 4.35 2.7
0.31 Ideal H VS1 61.6 54.8 557.0 4.35 4.37 2.69
0.31 Ideal H VS1 61.8 54.2 557.0 4.33 4.37 2.69
0.33 Premium G SI2 59.4 59.0 557.0 4.52 4.5 2.68
0.33 Premium F SI2 62.3 58.0 557.0 4.43 4.4 2.75
0.33 Premium G SI2 62.6 58.0 557.0 4.42 4.4 2.76
0.33 Ideal G SI2 61.9 56.0 557.0 4.45 4.41 2.74
0.33 Premium F SI2 63.0 58.0 557.0 4.42 4.4 2.78
0.33 Premium J VS1 62.8 58.0 557.0 4.41 4.38 2.76
0.33 Premium J VS1 61.5 61.0 557.0 4.46 4.39 2.72
0.33 Ideal J VS1 62.1 55.0 557.0 4.44 4.41 2.75
0.33 Ideal I SI1 63.0 57.0 557.0 4.39 4.37 2.76
0.33 Good I SI1 63.6 53.0 557.0 4.43 4.4 2.81
0.33 Premium I SI1 60.4 59.0 557.0 4.54 4.5 2.73
1.0 Fair H SI2 66.1 56.0 2856.0 6.21 5.97 4.04
0.77 Premium F SI1 60.8 59.0 2856.0 5.92 5.86 3.58
0.77 Premium F SI1 61.0 58.0 2856.0 5.94 5.9 3.61
0.7 Good E VVS2 60.1 63.0 2857.0 5.68 5.71 3.42
0.9 Very Good G SI2 63.1 58.0 2857.0 6.08 6.02 3.82
0.72 Ideal E SI1 62.3 57.0 2857.0 5.76 5.7 3.57
0.9 Premium I VS2 61.9 59.0 2857.0 6.2 6.14 3.82
0.72 Premium E SI1 62.1 58.0 2857.0 5.76 5.73 3.57
0.7 Ideal G VVS2 62.1 56.0 2858.0 5.63 5.71 3.52
0.81 Very Good F SI1 61.3 57.0 2858.0 6.02 6.05 3.7
0.81 Very Good F SI1 61.7 57.0 2858.0 6.0 6.05 3.72
0.71 Premium E VS2 61.0 60.0 2858.0 5.76 5.69 3.49
0.7 Premium E VS2 61.4 59.0 2858.0 5.73 5.7 3.51
0.71 Premium E VS2 61.5 60.0 2858.0 5.76 5.68 3.52
0.71 Very Good E VS2 63.5 59.0 2858.0 5.68 5.59 3.58
0.92 Premium J SI1 62.9 58.0 2858.0 6.22 6.18 3.9
0.76 Ideal E SI1 62.7 54.0 2858.0 5.88 5.83 3.67
0.73 Ideal D SI1 61.5 56.0 2858.0 5.84 5.8 3.58
0.71 Premium D VS2 60.4 62.0 2858.0 5.74 5.72 3.46
0.7 Good E VVS2 63.6 62.0 2858.0 5.61 5.58 3.56
0.9 Fair G SI2 64.5 56.0 2858.0 6.06 6.0 3.89
0.71 Fair D VS2 56.9 65.0 2858.0 5.89 5.84 3.34
0.7 Ideal D VS2 61.0 57.0 2859.0 5.76 5.74 3.51
0.7 Premium D VS2 62.4 56.0 2859.0 5.72 5.66 3.55
0.77 Premium F VS1 60.9 60.0 2859.0 5.91 5.88 3.59
0.71 Ideal G VS1 61.5 56.0 2859.0 5.74 5.78 3.54
0.7 Premium D VS2 59.6 61.0 2859.0 5.8 5.77 3.45
0.75 Fair F VS1 55.8 70.0 2859.0 6.09 5.98 3.37
0.83 Premium E SI2 59.2 60.0 2859.0 6.17 6.12 3.64
0.71 Very Good F VS2 61.3 61.0 2860.0 5.68 5.73 3.5
0.9 Very Good J SI2 63.6 58.0 2860.0 6.07 6.1 3.87
0.6 Ideal E VVS2 61.9 54.9 2860.0 5.41 5.44 3.35
0.71 Premium D VS1 62.9 57.0 2860.0 5.66 5.6 3.54
0.53 Ideal F VVS1 61.4 57.0 2860.0 5.23 5.2 3.2
0.71 Premium D SI1 60.7 58.0 2861.0 5.95 5.78 3.56
0.62 Ideal G VVS2 61.6 56.0 2861.0 5.45 5.48 3.37
0.62 Ideal G VVS2 61.6 56.0 2861.0 5.48 5.51 3.38
0.9 Premium I SI1 63.0 58.0 2861.0 6.09 6.01 3.81
0.62 Fair F IF 60.1 61.0 2861.0 5.53 5.56 3.33
0.82 Premium E SI2 61.7 59.0 2861.0 6.01 5.98 3.7
0.66 Premium D VS1 61.0 58.0 2861.0 5.67 5.57 3.43
0.7 Very Good D SI1 62.5 55.0 2862.0 5.67 5.72 3.56
0.8 Very Good F SI1 62.6 58.0 2862.0 5.9 5.92 3.7
0.8 Very Good D SI2 62.5 59.0 2862.0 5.88 5.92 3.69
0.79 Premium F SI1 62.3 54.0 2862.0 5.97 5.91 3.7
0.71 Very Good F VVS1 63.2 60.0 2862.0 5.65 5.61 3.56
0.7 Ideal H VS2 61.1 57.0 2862.0 5.71 5.74 3.5
0.7 Very Good E VS2 58.7 63.0 2862.0 5.73 5.69 3.35
0.79 Premium H VS1 60.0 60.0 2862.0 6.07 5.99 3.64
0.7 Premium E VS2 59.5 59.0 2862.0 5.82 5.77 3.45
1.22 Premium E I1 60.9 57.0 2862.0 6.93 6.88 4.21
1.01 Fair E SI2 67.6 57.0 2862.0 6.21 6.11 4.18
0.73 Premium E VS2 62.5 61.0 2862.0 5.78 5.64 3.59
0.91 Good I VS2 64.3 58.0 2863.0 6.05 6.09 3.9
0.71 Ideal D SI1 60.8 56.0 2863.0 5.8 5.77 3.52
0.83 Premium G SI1 62.3 58.0 2863.0 6.01 5.97 3.73
0.84 Premium F SI2 62.3 59.0 2863.0 6.06 6.01 3.76
0.71 Premium D SI1 61.0 61.0 2863.0 5.82 5.75 3.53
0.71 Premium D SI1 59.7 59.0 2863.0 5.82 5.8 3.47
0.71 Premium D SI1 61.7 56.0 2863.0 5.8 5.68 3.54
0.71 Ideal D SI1 61.7 57.0 2863.0 5.75 5.7 3.53
0.71 Premium D SI1 61.4 58.0 2863.0 5.79 5.75 3.54
0.71 Premium D SI1 60.6 58.0 2863.0 5.79 5.77 3.5
0.91 Premium J SI1 59.5 62.0 2863.0 6.4 6.18 3.74
0.9 Premium J VS2 59.8 62.0 2863.0 6.24 6.21 3.72
0.71 Premium H VVS2 61.5 62.0 2863.0 5.74 5.68 3.51
0.71 Premium E SI1 59.1 61.0 2863.0 5.84 5.8 3.44
0.72 Ideal F VS2 59.5 57.0 2863.0 5.91 5.86 3.5
0.72 Premium E SI1 60.9 60.0 2863.0 5.78 5.74 3.51
0.71 Ideal E VS2 61.0 55.0 2863.0 5.79 5.75 3.52
0.81 Ideal E SI2 60.3 57.0 2864.0 6.07 6.04 3.65
0.83 Very Good I VS2 61.6 58.0 2865.0 6.05 6.07 3.73
0.73 Premium D SI1 60.8 55.0 2865.0 5.87 5.81 3.55
0.56 Very Good D VVS1 62.0 56.0 2866.0 5.25 5.3 3.27
0.56 Very Good D VVS1 61.8 55.0 2866.0 5.27 5.31 3.27
0.71 Ideal E VS1 62.2 55.0 2866.0 5.74 5.7 3.56
0.7 Ideal H VVS1 62.3 58.0 2866.0 5.66 5.7 3.54
0.96 Premium I SI1 61.3 58.0 2866.0 6.39 6.3 3.89
0.71 Very Good H VVS1 62.9 57.0 2867.0 5.67 5.69 3.57
0.7 Ideal D VS2 62.4 57.0 2867.0 5.68 5.61 3.52
0.71 Ideal H VVS1 60.4 57.0 2867.0 5.78 5.81 3.5
0.8 Premium H VS2 61.2 53.0 2867.0 6.05 5.98 3.68
0.95 Premium F SI2 58.4 57.0 2867.0 6.49 6.41 3.77
0.82 Ideal F SI2 62.3 56.0 2867.0 5.99 5.95 3.72
0.52 Ideal F VVS1 61.2 56.0 2867.0 5.21 5.19 3.18
0.82 Ideal F SI2 61.7 53.0 2867.0 6.12 6.0 3.74
0.82 Ideal F SI2 62.3 56.0 2867.0 6.02 5.96 3.73
0.82 Premium F SI2 59.7 57.0 2867.0 6.14 6.12 3.66
0.8 Ideal G SI1 61.3 57.0 2867.0 5.96 5.91 3.64
0.96 Fair F SI2 68.2 61.0 2867.0 6.07 5.88 4.1
0.72 Ideal I VS1 62.4 55.0 2868.0 5.72 5.75 3.58
0.62 Ideal G IF 60.5 57.0 2868.0 5.52 5.56 3.35
0.79 Premium E SI2 61.0 58.0 2868.0 5.96 5.9 3.62
0.75 Very Good E SI1 63.1 56.0 2868.0 5.78 5.7 3.62
1.08 Premium D I1 61.9 60.0 2869.0 6.55 6.48 4.03
0.72 Ideal E SI1 60.8 55.0 2869.0 5.77 5.84 3.53
0.62 Ideal G IF 61.8 56.0 2869.0 5.43 5.47 3.37
0.73 Ideal G VVS2 61.3 57.0 2869.0 5.84 5.81 3.57
0.72 Ideal H VVS2 60.9 57.0 2869.0 5.79 5.77 3.52
0.52 Premium F VVS2 61.8 60.0 2870.0 5.16 5.13 3.18
0.83 Ideal E SI2 62.2 57.0 2870.0 6.0 6.05 3.75
0.64 Premium E VVS2 62.1 58.0 2870.0 5.56 5.51 3.44
0.8 Ideal G SI1 62.5 57.0 2870.0 5.94 5.9 3.7
0.74 Ideal H SI1 62.1 56.0 2870.0 5.77 5.83 3.6
0.72 Ideal F SI1 61.5 56.0 2870.0 5.72 5.79 3.54
0.82 Ideal H VS2 59.5 57.0 2870.0 6.12 6.09 3.63
0.73 Premium E VS1 61.3 59.0 2870.0 5.81 5.78 3.55
1.04 Premium I I1 61.6 61.0 2870.0 6.47 6.45 3.98
0.73 Very Good E SI1 61.3 58.0 2871.0 5.76 5.83 3.55
0.73 Good E SI1 63.6 57.0 2871.0 5.7 5.72 3.63
0.9 Premium J SI1 62.8 59.0 2871.0 6.13 6.03 3.82
0.75 Ideal I SI1 61.8 55.0 2871.0 5.83 5.85 3.61
0.79 Ideal G SI1 62.6 55.0 2871.0 5.91 5.95 3.71
0.7 Good D SI1 62.5 56.7 2872.0 5.59 5.62 3.51
0.75 Very Good D SI1 60.7 55.0 2872.0 5.87 5.92 3.58
1.02 Ideal I I1 61.7 56.0 2872.0 6.44 6.49 3.99
0.7 Very Good G SI2 59.0 62.0 2872.0 5.79 5.81 3.42
0.7 Ideal D SI1 61.8 56.0 2872.0 5.63 5.73 3.51
0.7 Good E SI1 61.4 64.0 2872.0 5.66 5.71 3.49
0.7 Ideal D SI1 61.4 54.0 2872.0 5.71 5.75 3.52
0.7 Ideal D SI1 60.7 56.0 2872.0 5.72 5.75 3.48
0.7 Very Good D SI1 60.2 60.0 2872.0 5.75 5.82 3.48
0.72 Very Good E VS2 58.3 57.0 2872.0 5.89 5.94 3.45
0.74 Ideal E SI1 62.3 58.0 2872.0 5.74 5.78 3.59
0.84 Good G SI1 65.1 55.0 2872.0 5.88 5.97 3.86
0.76 Very Good F VS2 62.0 58.0 2873.0 5.8 5.86 3.62
0.77 Very Good E SI1 63.2 58.0 2873.0 5.8 5.84 3.68
0.76 Ideal E SI2 62.8 56.0 2873.0 5.78 5.82 3.64
1.0 Ideal I SI2 61.7 56.0 2873.0 6.45 6.41 3.97
1.0 Fair H SI1 65.5 62.0 2873.0 6.14 6.07 4.0
0.9 Fair I SI1 65.7 58.0 2873.0 6.03 6.0 3.95
0.9 Premium J SI1 61.8 58.0 2873.0 6.16 6.13 3.8
0.9 Good J SI1 64.0 61.0 2873.0 6.0 5.96 3.83
0.9 Fair I SI1 65.3 61.0 2873.0 5.98 5.94 3.89
0.9 Fair I SI1 65.8 56.0 2873.0 6.01 5.96 3.94
0.9 Premium J SI1 60.9 61.0 2873.0 6.26 6.22 3.8
0.78 Premium F VS2 62.6 58.0 2874.0 5.91 5.82 3.67
0.71 Premium D VS2 61.2 59.0 2874.0 5.69 5.74 3.5
0.7 Premium F VS1 59.0 59.0 2874.0 5.79 5.77 3.41
0.7 Premium F VS1 60.8 62.0 2874.0 5.71 5.67 3.46
0.7 Premium G VVS2 61.8 58.0 2874.0 5.67 5.63 3.49
0.7 Ideal F VS1 61.0 55.0 2874.0 5.77 5.73 3.51
0.7 Ideal F VS1 61.6 55.0 2874.0 5.75 5.71 3.53
0.7 Ideal F VS1 62.4 56.0 2874.0 5.69 5.65 3.54
0.7 Premium G VVS2 62.9 59.0 2874.0 5.68 5.61 3.55
1.0 Fair H SI2 67.7 60.0 2875.0 6.11 5.98 4.09
0.77 Ideal H SI1 62.4 56.0 2875.0 5.84 5.9 3.66
1.0 Fair J VS1 65.5 55.0 2875.0 6.3 6.25 4.11
1.0 Fair I SI1 66.3 61.0 2875.0 6.08 6.03 4.01
1.0 Fair H SI2 69.5 55.0 2875.0 6.17 6.1 4.26
0.73 Premium E VS1 62.6 60.0 2876.0 5.68 5.75 3.58
0.79 Premium E VS2 60.6 53.0 2876.0 6.04 5.98 3.64
0.72 Very Good H VS1 62.2 54.0 2877.0 5.74 5.76 3.57
0.71 Ideal E VS1 62.4 56.0 2877.0 5.75 5.7 3.57
0.74 Ideal G VS2 62.3 55.0 2877.0 5.8 5.83 3.62
0.7 Good H VVS1 62.7 56.0 2877.0 5.6 5.66 3.53
0.7 Good F VS1 59.1 62.0 2877.0 5.82 5.86 3.44
0.79 Very Good F SI1 62.8 59.0 2878.0 5.86 5.89 3.69
0.79 Very Good F SI1 62.7 60.0 2878.0 5.82 5.89 3.67
0.79 Very Good D SI2 59.7 58.0 2878.0 6.0 6.07 3.6
0.71 Ideal I VS2 61.5 55.0 2878.0 5.76 5.78 3.55
0.79 Ideal F SI1 62.8 56.0 2878.0 5.88 5.9 3.7
0.73 Very Good F SI1 61.4 56.0 2879.0 5.81 5.86 3.58
0.63 Premium E IF 60.3 62.0 2879.0 5.55 5.53 3.34
0.7 Premium F VS1 60.4 60.0 2879.0 5.73 5.7 3.45
0.71 Premium F VS1 62.7 58.0 2879.0 5.71 5.67 3.57
0.84 Ideal G SI2 61.0 56.0 2879.0 6.13 6.1 3.73
0.84 Ideal G SI2 62.3 55.0 2879.0 6.08 6.03 3.77
1.02 Ideal J SI2 60.3 54.0 2879.0 6.53 6.5 3.93
0.72 Fair F VS1 56.9 69.0 2879.0 5.93 5.77 3.33
0.72 Ideal F VS1 62.0 56.0 2879.0 5.76 5.73 3.56
0.92 Very Good J SI2 58.7 61.0 2880.0 6.34 6.43 3.75
0.74 Very Good D SI1 63.9 57.0 2880.0 5.72 5.74 3.66
0.7 Ideal H VVS1 62.0 55.0 2881.0 5.74 5.71 3.55
0.71 Very Good E VS2 60.0 59.0 2881.0 5.84 5.83 3.5
1.05 Premium H I1 62.0 59.0 2881.0 6.5 6.47 4.02
0.7 Very Good H IF 62.8 56.0 2882.0 5.62 5.65 3.54
0.54 Ideal F VVS1 61.8 56.0 2882.0 5.23 5.26 3.24
0.73 Premium F VS2 59.9 58.0 2882.0 5.87 5.84 3.51
0.88 Fair F SI1 56.6 65.0 2882.0 6.39 6.32 3.6
0.73 Premium F VS2 58.7 57.0 2882.0 5.97 5.92 3.49
0.72 Ideal D SI1 61.8 56.0 2883.0 5.75 5.81 3.57
0.9 Good H SI2 62.7 64.0 2883.0 6.09 6.0 3.79
0.9 Fair H SI2 65.0 61.0 2883.0 6.01 5.96 3.89
1.03 Fair I SI2 65.3 55.0 2884.0 6.32 6.27 4.11
0.84 Very Good F SI1 63.8 57.0 2885.0 5.95 6.0 3.81
1.01 Premium I SI1 62.7 60.0 2885.0 6.36 6.27 3.96
0.77 Ideal D SI2 61.5 55.0 2885.0 5.9 5.93 3.64
0.8 Fair E SI1 56.3 63.0 2885.0 6.22 6.14 3.48
0.9 Fair D SI2 66.9 57.0 2885.0 6.02 5.9 3.99
0.73 Ideal E SI1 61.4 56.0 2886.0 5.79 5.81 3.56
0.72 Ideal E SI1 62.7 55.0 2886.0 5.64 5.69 3.55
0.71 Very Good D SI1 62.4 54.0 2887.0 5.71 5.79 3.59
0.7 Premium E VS1 62.6 59.0 2887.0 5.66 5.69 3.55
0.79 Ideal I VS1 61.7 59.0 2888.0 5.93 5.96 3.67
0.72 Very Good G VVS2 62.5 58.0 2889.0 5.68 5.72 3.56
0.7 Very Good E VS2 63.5 54.0 2889.0 5.62 5.66 3.58
0.7 Very Good F VS1 62.2 58.0 2889.0 5.64 5.75 3.54
0.9 Good H SI2 63.5 58.0 2889.0 6.09 6.14 3.88
0.71 Very Good F VS1 62.8 56.0 2889.0 5.69 5.72 3.58
0.5 Ideal E VVS2 62.2 54.0 2889.0 5.08 5.12 3.17
0.5 Ideal E VVS2 62.2 54.0 2889.0 5.09 5.11 3.17
0.74 Ideal F SI1 61.2 56.0 2889.0 5.83 5.87 3.58
0.77 Premium F VS2 61.8 56.0 2889.0 5.94 5.9 3.66
0.77 Premium E SI1 59.8 61.0 2889.0 5.99 5.95 3.57
0.8 Ideal F SI1 61.5 54.0 2890.0 6.07 6.0 3.71
0.8 Ideal F SI1 62.4 57.0 2890.0 5.9 5.87 3.67
0.8 Premium F SI1 61.5 60.0 2890.0 5.97 5.94 3.66
0.8 Good F SI1 63.8 59.0 2890.0 5.87 5.83 3.73
0.66 Ideal G VVS1 61.5 56.0 2890.0 5.61 5.58 3.44
0.71 Very Good E VS2 61.2 58.0 2891.0 5.71 5.79 3.52
0.71 Ideal F VS2 61.2 56.0 2891.0 5.73 5.77 3.52
0.71 Ideal E VS2 61.6 56.0 2891.0 5.74 5.76 3.54
0.71 Ideal E VS2 62.7 56.0 2891.0 5.71 5.75 3.59
0.72 Ideal D SI1 61.1 56.0 2891.0 5.78 5.81 3.54
0.71 Good D VS2 62.3 61.0 2891.0 5.7 5.73 3.56
0.86 Ideal H SI2 61.8 55.0 2892.0 6.12 6.14 3.79
1.19 Fair H I1 65.1 59.0 2892.0 6.62 6.55 4.29
0.71 Very Good F VS1 62.6 55.0 2893.0 5.66 5.71 3.56
0.82 Very Good G SI2 62.5 56.0 2893.0 5.99 6.04 3.76
0.71 Ideal G VVS2 61.5 57.0 2893.0 5.73 5.75 3.53
0.75 Ideal F VS2 62.5 57.0 2893.0 5.78 5.83 3.63
0.7 Very Good H VVS1 59.2 60.0 2893.0 5.87 5.78 3.45
0.8 Ideal G SI2 62.5 55.0 2893.0 5.89 5.92 3.69
0.82 Good G SI2 59.9 62.0 2893.0 6.02 6.04 3.61
0.82 Very Good G SI1 63.4 55.0 2893.0 6.0 5.93 3.78
0.82 Premium G SI1 59.9 59.0 2893.0 6.09 6.06 3.64
0.81 Very Good E SI2 62.4 57.0 2894.0 5.91 5.99 3.71
0.81 Ideal G SI2 62.2 57.0 2894.0 5.96 6.0 3.72
0.76 Ideal F SI1 61.4 56.0 2894.0 5.88 5.92 3.62
0.71 Very Good G VS2 60.9 56.0 2895.0 5.75 5.78 3.51
0.7 Very Good F VS1 61.8 59.0 2895.0 5.66 5.76 3.53
0.7 Ideal G VVS2 62.1 53.0 2895.0 5.71 5.75 3.56
0.74 Very Good G VS1 59.8 58.0 2896.0 5.85 5.89 3.51
0.77 Very Good G VS2 61.3 60.0 2896.0 5.81 5.91 3.59
0.77 Very Good G VS2 58.3 63.0 2896.0 6.0 6.05 3.51
0.53 Ideal F VVS1 61.6 56.0 2896.0 5.18 5.24 3.21
0.79 Ideal D SI1 61.5 56.0 2896.0 5.91 5.96 3.65
0.73 Ideal E SI2 61.5 55.0 2896.0 5.82 5.86 3.59
0.77 Ideal D SI2 62.1 56.0 2896.0 5.83 5.89 3.64
0.77 Premium E SI1 60.9 58.0 2896.0 5.94 5.88 3.6
1.01 Very Good I I1 63.1 57.0 2896.0 6.39 6.35 4.02
1.01 Ideal I I1 61.5 57.0 2896.0 6.46 6.45 3.97
0.6 Very Good D VVS2 60.6 57.0 2897.0 5.48 5.51 3.33
0.76 Premium E SI1 61.1 58.0 2897.0 5.91 5.85 3.59
0.54 Ideal D VVS2 61.4 52.0 2897.0 5.3 5.34 3.26
0.72 Ideal E SI1 62.5 55.0 2897.0 5.69 5.74 3.57
0.72 Good F VS1 59.4 61.0 2897.0 5.82 5.89 3.48
0.74 Premium D VS2 61.8 58.0 2897.0 5.81 5.77 3.58
1.12 Premium J SI2 60.6 59.0 2898.0 6.68 6.61 4.03

Step 2. Understand the data

Let's examine the data to get a better understanding of what is there. We only examine a couple of features (columns), but it gives an idea of the type of exploration you might do to understand a new dataset.

For more examples of using Databricks's visualization (even across languages) see https://docs.databricks.com/user-guide/visualizations/index.html NOW.

We can see that we have a mix of

  • categorical features (cut, color, clarity) and
  • continuous features (depth, x, y, z).
Let's first look at the categorical features.

You can also select one or more individual columns using so-called DataFrame API.

Let us select the column cut from diamondsDF and create a new DataFrame called cutsDF and then display it as follows:

val cutsDF = diamondsDF.select("cut") // Shift+Enter

cutsDF: org.apache.spark.sql.DataFrame = [cut: string]

cutsDF.show(10) // Ctrl+Enter

+---------+
|      cut|
+---------+
|    Ideal|
|  Premium|
|     Good|
|  Premium|
|     Good|
|Very Good|
|Very Good|
|Very Good|
|     Fair|
|Very Good|
+---------+
only showing top 10 rows

Let us use distinct to find the distinct types of cut's in the dataset.

// View distinct diamond cuts in dataset
val cutsDistinctDF = diamondsDF.select("cut").distinct()

cutsDistinctDF: org.apache.spark.sql.Dataset[org.apache.spark.sql.Row] = [cut: string]

cutsDistinctDF.show()

+---------+
|      cut|
+---------+
|  Premium|
|    Ideal|
|     Good|
|     Fair|
|Very Good|
+---------+

Clearly, there are just 5 kinds of cuts.

// View distinct diamond colors in dataset
val colorsDistinctDF = diamondsDF.select("color").distinct() //.collect()
colorsDistinctDF.show()

+-----+
|color|
+-----+
|    F|
|    E|
|    D|
|    J|
|    G|
|    I|
|    H|
+-----+

colorsDistinctDF: org.apache.spark.sql.Dataset[org.apache.spark.sql.Row] = [color: string]

// View distinct diamond clarities in dataset
val claritiesDistinctDF = diamondsDF.select("clarity").distinct() // .collect()
claritiesDistinctDF.show()

+-------+
|clarity|
+-------+
|   VVS2|
|    SI1|
|     IF|
|     I1|
|   VVS1|
|    VS2|
|    SI2|
|    VS1|
+-------+

claritiesDistinctDF: org.apache.spark.sql.Dataset[org.apache.spark.sql.Row] = [clarity: string]

We can examine the distribution of a particular feature by using display(),

You Try!

  1. Click on the chart icon and Plot Options, and setting:
  • Value=<id>
  • Series groupings='cut'
  • and Aggregation=COUNT.
  1. You can also try this using columns "color" and "clarity"
display(diamondsDF.select("cut"))
cut
Ideal
Premium
Good
Premium
Good
Very Good
Very Good
Very Good
Fair
Very Good
Good
Ideal
Premium
Ideal
Premium
Premium
Ideal
Good
Good
Very Good
Good
Very Good
Very Good
Very Good
Very Good
Very Good
Premium
Very Good
Very Good
Very Good
Very Good
Very Good
Very Good
Very Good
Very Good
Good
Good
Good
Very Good
Ideal
Ideal
Ideal
Good
Good
Good
Premium
Very Good
Good
Very Good
Very Good
Very Good
Ideal
Ideal
Premium
Premium
Ideal
Premium
Very Good
Very Good
Good
Ideal
Premium
Ideal
Ideal
Premium
Ideal
Ideal
Very Good
Premium
Premium
Very Good
Very Good
Premium
Premium
Good
Very Good
Very Good
Very Good
Very Good
Very Good
Very Good
Very Good
Ideal
Ideal
Good
Premium
Premium
Premium
Premium
Premium
Ideal
Fair
Ideal
Very Good
Very Good
Good
Good
Fair
Very Good
Premium
Very Good
Premium
Ideal
Premium
Ideal
Ideal
Premium
Ideal
Ideal
Ideal
Ideal
Ideal
Premium
Very Good
Ideal
Ideal
Premium
Ideal
Ideal
Ideal
Ideal
Ideal
Very Good
Fair
Fair
Premium
Premium
Very Good
Fair
Fair
Ideal
Very Good
Ideal
Very Good
Very Good
Premium
Very Good
Premium
Ideal
Ideal
Premium
Premium
Very Good
Very Good
Ideal
Good
Very Good
Very Good
Very Good
Ideal
Premium
Ideal
Premium
Premium
Very Good
Ideal
Ideal
Premium
Premium
Ideal
Premium
Very Good
Very Good
Ideal
Ideal
Very Good
Very Good
Ideal
Ideal
Good
Ideal
Premium
Very Good
Ideal
Ideal
Good
Very Good
Very Good
Premium
Ideal
Ideal
Ideal
Ideal
Ideal
Good
Ideal
Very Good
Premium
Very Good
Good
Good
Ideal
Premium
Premium
Premium
Premium
Premium
Premium
Ideal
Premium
Very Good
Premium
Premium
Good
Fair
Premium
Very Good
Ideal
Very Good
Ideal
Very Good
Premium
Ideal
Ideal
Ideal
Premium
Ideal
Ideal
Very Good
Very Good
Ideal
Good
Premium
Very Good
Ideal
Premium
Premium
Fair
Premium
Ideal
Very Good
Very Good
Very Good
Ideal
Ideal
Very Good
Very Good
Ideal
Good
Good
Ideal
Fair
Premium
Good
Good
Premium
Premium
Very Good
Ideal
Ideal
Ideal
Good
Premium
Premium
Premium
Fair
Ideal
Premium
Ideal
Premium
Premium
Very Good
Ideal
Premium
Premium
Ideal
Premium
Premium
Premium
Ideal
Very Good
Very Good
Good
Ideal
Ideal
Very Good
Very Good
Premium
Ideal
Good
Premium
Premium
Premium
Premium
Premium
Good
Very Good
Very Good
Premium
Premium
Premium
Ideal
Ideal
Ideal
Ideal
Ideal
Fair
Premium
Fair
Very Good
Ideal
Very Good
Ideal
Ideal
Very Good
Good
Premium
Very Good
Ideal
Ideal
Very Good
Premium
Ideal
Ideal
Fair
Ideal
Ideal
Premium
Ideal
Premium
Good
Good
Premium
Premium
Premium
Very Good
Ideal
Premium
Premium
Very Good
Very Good
Ideal
Ideal
Good
Premium
Premium
Premium
Premium
Premium
Premium
Very Good
Ideal
Very Good
Very Good
Very Good
Very Good
Ideal
Very Good
Ideal
Ideal
Ideal
Ideal
Fair
Premium
Premium
Ideal
Fair
Premium
Ideal
Fair
Good
Very Good
Very Good
Ideal
Very Good
Very Good
Premium
Very Good
Very Good
Fair
Very Good
Ideal
Very Good
Very Good
Premium
Premium
Fair
Very Good
Very Good
Ideal
Good
Good
Very Good
Very Good
Fair
Fair
Very Good
Very Good
Good
Very Good
Premium
Premium
Ideal
Premium
Very Good
Ideal
Premium
Premium
Premium
Very Good
Good
Ideal
Very Good
Good
Ideal
Very Good
Very Good
Very Good
Ideal
Ideal
Ideal
Ideal
Ideal
Ideal
Ideal
Very Good
Very Good
Ideal
Ideal
Ideal
Very Good
Very Good
Ideal
Fair
Premium
Ideal
Premium
Very Good
Good
Premium
Ideal
Premium
Very Good
Very Good
Premium
Ideal
Ideal
Ideal
Ideal
Fair
Fair
Premium
Premium
Fair
Premium
Very Good
Ideal
Good
Premium
Ideal
Ideal
Premium
Ideal
Ideal
Premium
Ideal
Premium
Premium
Ideal
Premium
Ideal
Good
Premium
Premium
Premium
Premium
Premium
Ideal
Ideal
Premium
Premium
Premium
Fair
Very Good
Ideal
Good
Good
Ideal
Ideal
Premium
Ideal
Premium
Good
Premium
Premium
Premium
Very Good
Premium
Premium
Premium
Premium
Premium
Ideal
Ideal
Ideal
Premium
Premium
Premium
Ideal
Good
Ideal
Premium
Premium
Ideal
Good
Ideal
Ideal
Premium
Premium
Ideal
Very Good
Good
Premium
Ideal
Fair
Ideal
Premium
Ideal
Good
Ideal
Premium
Premium
Premium
Very Good
Premium
Premium
Fair
Premium
Good
Premium
Premium
Very Good
Premium
Very Good
Premium
Ideal
Very Good
Good
Premium
Ideal
Ideal
Ideal
Premium
Premium
Good
Ideal
Ideal
Premium
Premium
Very Good
Very Good
Ideal
Ideal
Ideal
Ideal
Premium
Very Good
Ideal
Ideal
Premium
Ideal
Very Good
Very Good
Premium
Premium
Ideal
Premium
Good
Very Good
Very Good
Very Good
Ideal
Ideal
Ideal
Ideal
Ideal
Ideal
Very Good
Ideal
Ideal
Very Good
Fair
Ideal
Ideal
Ideal
Ideal
Ideal
Ideal
Premium
Very Good
Good
Premium
Ideal
Ideal
Very Good
Fair
Premium
Premium
Premium
Premium
Premium
Very Good
Premium
Premium
Premium
Very Good
Ideal
Ideal
Ideal
Premium
Premium
Premium
Ideal
Ideal
Ideal
Ideal
Premium
Premium
Premium
Premium
Very Good
Very Good
Ideal
Premium
Ideal
Premium
Premium
Premium
Very Good
Very Good
Ideal
Ideal
Very Good
Ideal
Premium
Fair
Ideal
Premium
Premium
Ideal
Premium
Very Good
Very Good
Very Good
Very Good
Very Good
Ideal
Very Good
Ideal
Ideal
Ideal
Very Good
Very Good
Ideal
Good
Ideal
Very Good
Very Good
Good
Premium
Ideal
Very Good
Ideal
Fair
Good
Ideal
Ideal
Good
Premium
Premium
Premium
Very Good
Ideal
Premium
Very Good
Ideal
Fair
Good
Very Good
Very Good
Ideal
Ideal
Very Good
Very Good
Ideal
Very Good
Premium
Ideal
Very Good
Ideal
Ideal
Ideal
Very Good
Premium
Good
Ideal
Premium
Premium
Premium
Very Good
Very Good
Premium
Premium
Fair
Fair
Good
Fair
Premium
Premium
Very Good
Good
Premium
Fair
Fair
Fair
Ideal
Ideal
Ideal
Ideal
Fair
Ideal
Ideal
Ideal
Good
Good
Good
Good
Very Good
Ideal
Good
Ideal
Ideal
Ideal
Ideal
Ideal
Ideal
Ideal
Ideal
Ideal
Premium
Premium
Premium
Ideal
Premium
Premium
Premium
Ideal
Ideal
Good
Premium
Fair
Premium
Premium
Good
Very Good
Ideal
Premium
Premium
Ideal
Very Good
Very Good
Premium
Premium
Premium
Very Good
Premium
Ideal
Ideal
Premium
Good
Fair
Fair
Ideal
Premium
Premium
Ideal
Premium
Fair
Premium
Very Good
Very Good
Ideal
Premium
Ideal
Premium
Ideal
Ideal
Premium
Fair
Premium
Premium
Very Good
Very Good
Very Good
Premium
Very Good
Ideal
Very Good
Premium
Premium
Premium
Fair
Premium
Good
Ideal
Premium
Premium
Premium
Premium
Premium
Ideal
Premium
Premium
Premium
Premium
Premium
Premium
Ideal
Premium
Ideal
Ideal
Very Good
Premium
Very Good
Very Good
Ideal
Ideal
Premium
Very Good
Ideal
Ideal
Premium
Premium
Ideal
Ideal
Ideal
Ideal
Premium
Ideal
Fair
Ideal
Ideal
Premium
Very Good
Premium
Ideal
Ideal
Ideal
Ideal
Premium
Ideal
Premium
Ideal
Ideal
Ideal
Ideal
Premium
Premium
Very Good
Good
Premium
Ideal
Ideal
Good
Very Good
Ideal
Very Good
Ideal
Good
Ideal
Ideal
Very Good
Very Good
Ideal
Good
Very Good
Very Good
Ideal
Ideal
Fair
Fair
Premium
Good
Fair
Fair
Premium
Premium
Premium
Premium
Premium
Premium
Ideal
Ideal
Ideal
Premium
Fair
Ideal
Fair
Fair
Fair
Premium
Premium
Very Good
Ideal
Ideal
Good
Good
Very Good
Very Good
Very Good
Ideal
Ideal
Very Good
Premium
Premium
Premium
Ideal
Ideal
Ideal
Fair
Ideal
Very Good
Very Good
Ideal
Very Good
Premium
Very Good
Ideal
Premium
Fair
Premium
Ideal
Good
Fair
Fair
Very Good
Premium
Ideal
Fair
Fair
Ideal
Ideal
Very Good
Premium
Ideal
Very Good
Very Good
Very Good
Good
Very Good
Ideal
Ideal
Ideal
Premium
Premium
Ideal
Ideal
Premium
Good
Ideal
Very Good
Ideal
Ideal
Ideal
Ideal
Good
Ideal
Fair
Very Good
Very Good
Ideal
Ideal
Very Good
Ideal
Good
Very Good
Premium
Very Good
Ideal
Ideal
Very Good
Very Good
Ideal
Very Good
Very Good
Very Good
Ideal
Ideal
Ideal
Ideal
Premium
Very Good
Ideal
Very Good
Premium
Ideal
Ideal
Good
Premium
Premium 
// come on do the same for color NOW!

// and clarity too...

** You Try!**

Now play around with display of the entire DF and choosing what you want in the GUI as opposed to a .select(...) statement earlier.

For instance, the following display(diamondsDF) shows the counts of the colors by choosing in the Plot Options a bar-chart that is grouped with Series Grouping as color, values as <id> and Aggregation as COUNT. You can click on Plot Options to see these settings and can change them as you wish by dragging and dropping.

 display(diamondsDF)
carat cut color clarity depth table price x y z
0.23 Ideal E SI2 61.5 55.0 326.0 3.95 3.98 2.43
0.21 Premium E SI1 59.8 61.0 326.0 3.89 3.84 2.31
0.23 Good E VS1 56.9 65.0 327.0 4.05 4.07 2.31
0.29 Premium I VS2 62.4 58.0 334.0 4.2 4.23 2.63
0.31 Good J SI2 63.3 58.0 335.0 4.34 4.35 2.75
0.24 Very Good J VVS2 62.8 57.0 336.0 3.94 3.96 2.48
0.24 Very Good I VVS1 62.3 57.0 336.0 3.95 3.98 2.47
0.26 Very Good H SI1 61.9 55.0 337.0 4.07 4.11 2.53
0.22 Fair E VS2 65.1 61.0 337.0 3.87 3.78 2.49
0.23 Very Good H VS1 59.4 61.0 338.0 4.0 4.05 2.39
0.3 Good J SI1 64.0 55.0 339.0 4.25 4.28 2.73
0.23 Ideal J VS1 62.8 56.0 340.0 3.93 3.9 2.46
0.22 Premium F SI1 60.4 61.0 342.0 3.88 3.84 2.33
0.31 Ideal J SI2 62.2 54.0 344.0 4.35 4.37 2.71
0.2 Premium E SI2 60.2 62.0 345.0 3.79 3.75 2.27
0.32 Premium E I1 60.9 58.0 345.0 4.38 4.42 2.68
0.3 Ideal I SI2 62.0 54.0 348.0 4.31 4.34 2.68
0.3 Good J SI1 63.4 54.0 351.0 4.23 4.29 2.7
0.3 Good J SI1 63.8 56.0 351.0 4.23 4.26 2.71
0.3 Very Good J SI1 62.7 59.0 351.0 4.21 4.27 2.66
0.3 Good I SI2 63.3 56.0 351.0 4.26 4.3 2.71
0.23 Very Good E VS2 63.8 55.0 352.0 3.85 3.92 2.48
0.23 Very Good H VS1 61.0 57.0 353.0 3.94 3.96 2.41
0.31 Very Good J SI1 59.4 62.0 353.0 4.39 4.43 2.62
0.31 Very Good J SI1 58.1 62.0 353.0 4.44 4.47 2.59
0.23 Very Good G VVS2 60.4 58.0 354.0 3.97 4.01 2.41
0.24 Premium I VS1 62.5 57.0 355.0 3.97 3.94 2.47
0.3 Very Good J VS2 62.2 57.0 357.0 4.28 4.3 2.67
0.23 Very Good D VS2 60.5 61.0 357.0 3.96 3.97 2.4
0.23 Very Good F VS1 60.9 57.0 357.0 3.96 3.99 2.42
0.23 Very Good F VS1 60.0 57.0 402.0 4.0 4.03 2.41
0.23 Very Good F VS1 59.8 57.0 402.0 4.04 4.06 2.42
0.23 Very Good E VS1 60.7 59.0 402.0 3.97 4.01 2.42
0.23 Very Good E VS1 59.5 58.0 402.0 4.01 4.06 2.4
0.23 Very Good D VS1 61.9 58.0 402.0 3.92 3.96 2.44
0.23 Good F VS1 58.2 59.0 402.0 4.06 4.08 2.37
0.23 Good E VS1 64.1 59.0 402.0 3.83 3.85 2.46
0.31 Good H SI1 64.0 54.0 402.0 4.29 4.31 2.75
0.26 Very Good D VS2 60.8 59.0 403.0 4.13 4.16 2.52
0.33 Ideal I SI2 61.8 55.0 403.0 4.49 4.51 2.78
0.33 Ideal I SI2 61.2 56.0 403.0 4.49 4.5 2.75
0.33 Ideal J SI1 61.1 56.0 403.0 4.49 4.55 2.76
0.26 Good D VS2 65.2 56.0 403.0 3.99 4.02 2.61
0.26 Good D VS1 58.4 63.0 403.0 4.19 4.24 2.46
0.32 Good H SI2 63.1 56.0 403.0 4.34 4.37 2.75
0.29 Premium F SI1 62.4 58.0 403.0 4.24 4.26 2.65
0.32 Very Good H SI2 61.8 55.0 403.0 4.35 4.42 2.71
0.32 Good H SI2 63.8 56.0 403.0 4.36 4.38 2.79
0.25 Very Good E VS2 63.3 60.0 404.0 4.0 4.03 2.54
0.29 Very Good H SI2 60.7 60.0 404.0 4.33 4.37 2.64
0.24 Very Good F SI1 60.9 61.0 404.0 4.02 4.03 2.45
0.23 Ideal G VS1 61.9 54.0 404.0 3.93 3.95 2.44
0.32 Ideal I SI1 60.9 55.0 404.0 4.45 4.48 2.72
0.22 Premium E VS2 61.6 58.0 404.0 3.93 3.89 2.41
0.22 Premium D VS2 59.3 62.0 404.0 3.91 3.88 2.31
0.3 Ideal I SI2 61.0 59.0 405.0 4.3 4.33 2.63
0.3 Premium J SI2 59.3 61.0 405.0 4.43 4.38 2.61
0.3 Very Good I SI1 62.6 57.0 405.0 4.25 4.28 2.67
0.3 Very Good I SI1 63.0 57.0 405.0 4.28 4.32 2.71
0.3 Good I SI1 63.2 55.0 405.0 4.25 4.29 2.7
0.35 Ideal I VS1 60.9 57.0 552.0 4.54 4.59 2.78
0.3 Premium D SI1 62.6 59.0 552.0 4.23 4.27 2.66
0.3 Ideal D SI1 62.5 57.0 552.0 4.29 4.32 2.69
0.3 Ideal D SI1 62.1 56.0 552.0 4.3 4.33 2.68
0.42 Premium I SI2 61.5 59.0 552.0 4.78 4.84 2.96
0.28 Ideal G VVS2 61.4 56.0 553.0 4.19 4.22 2.58
0.32 Ideal I VVS1 62.0 55.3 553.0 4.39 4.42 2.73
0.31 Very Good G SI1 63.3 57.0 553.0 4.33 4.3 2.73
0.31 Premium G SI1 61.8 58.0 553.0 4.35 4.32 2.68
0.24 Premium E VVS1 60.7 58.0 553.0 4.01 4.03 2.44
0.24 Very Good D VVS1 61.5 60.0 553.0 3.97 4.0 2.45
0.3 Very Good H SI1 63.1 56.0 554.0 4.29 4.27 2.7
0.3 Premium H SI1 62.9 59.0 554.0 4.28 4.24 2.68
0.3 Premium H SI1 62.5 57.0 554.0 4.29 4.25 2.67
0.3 Good H SI1 63.7 57.0 554.0 4.28 4.26 2.72
0.26 Very Good F VVS2 59.2 60.0 554.0 4.19 4.22 2.49
0.26 Very Good E VVS2 59.9 58.0 554.0 4.15 4.23 2.51
0.26 Very Good D VVS2 62.4 54.0 554.0 4.08 4.13 2.56
0.26 Very Good D VVS2 62.8 60.0 554.0 4.01 4.05 2.53
0.26 Very Good E VVS1 62.6 59.0 554.0 4.06 4.09 2.55
0.26 Very Good E VVS1 63.4 59.0 554.0 4.0 4.04 2.55
0.26 Very Good D VVS1 62.1 60.0 554.0 4.03 4.12 2.53
0.26 Ideal E VVS2 62.9 58.0 554.0 4.02 4.06 2.54
0.38 Ideal I SI2 61.6 56.0 554.0 4.65 4.67 2.87
0.26 Good E VVS1 57.9 60.0 554.0 4.22 4.25 2.45
0.24 Premium G VVS1 62.3 59.0 554.0 3.95 3.92 2.45
0.24 Premium H VVS1 61.2 58.0 554.0 4.01 3.96 2.44
0.24 Premium H VVS1 60.8 59.0 554.0 4.02 4.0 2.44
0.24 Premium H VVS2 60.7 58.0 554.0 4.07 4.04 2.46
0.32 Premium I SI1 62.9 58.0 554.0 4.35 4.33 2.73
0.7 Ideal E SI1 62.5 57.0 2757.0 5.7 5.72 3.57
0.86 Fair E SI2 55.1 69.0 2757.0 6.45 6.33 3.52
0.7 Ideal G VS2 61.6 56.0 2757.0 5.7 5.67 3.5
0.71 Very Good E VS2 62.4 57.0 2759.0 5.68 5.73 3.56
0.78 Very Good G SI2 63.8 56.0 2759.0 5.81 5.85 3.72
0.7 Good E VS2 57.5 58.0 2759.0 5.85 5.9 3.38
0.7 Good F VS1 59.4 62.0 2759.0 5.71 5.76 3.4
0.96 Fair F SI2 66.3 62.0 2759.0 6.27 5.95 4.07
0.73 Very Good E SI1 61.6 59.0 2760.0 5.77 5.78 3.56
0.8 Premium H SI1 61.5 58.0 2760.0 5.97 5.93 3.66
0.75 Very Good D SI1 63.2 56.0 2760.0 5.8 5.75 3.65
0.75 Premium E SI1 59.9 54.0 2760.0 6.0 5.96 3.58
0.74 Ideal G SI1 61.6 55.0 2760.0 5.8 5.85 3.59
0.75 Premium G VS2 61.7 58.0 2760.0 5.85 5.79 3.59
0.8 Ideal I VS1 62.9 56.0 2760.0 5.94 5.87 3.72
0.75 Ideal G SI1 62.2 55.0 2760.0 5.87 5.8 3.63
0.8 Premium G SI1 63.0 59.0 2760.0 5.9 5.81 3.69
0.74 Ideal I VVS2 62.3 55.0 2761.0 5.77 5.81 3.61
0.81 Ideal F SI2 58.8 57.0 2761.0 6.14 6.11 3.6
0.59 Ideal E VVS2 62.0 55.0 2761.0 5.38 5.43 3.35
0.8 Ideal F SI2 61.4 57.0 2761.0 5.96 6.0 3.67
0.74 Ideal E SI2 62.2 56.0 2761.0 5.8 5.84 3.62
0.9 Premium I VS2 63.0 58.0 2761.0 6.16 6.12 3.87
0.74 Very Good G SI1 62.2 59.0 2762.0 5.73 5.82 3.59
0.73 Ideal F VS2 62.6 56.0 2762.0 5.77 5.74 3.6
0.73 Ideal F VS2 62.7 53.0 2762.0 5.8 5.75 3.62
0.8 Premium F SI2 61.7 58.0 2762.0 5.98 5.94 3.68
0.71 Ideal G VS2 62.4 54.0 2762.0 5.72 5.76 3.58
0.7 Ideal E VS2 60.7 58.0 2762.0 5.73 5.76 3.49
0.8 Ideal F SI2 59.9 59.0 2762.0 6.01 6.07 3.62
0.71 Ideal D SI2 62.3 56.0 2762.0 5.73 5.69 3.56
0.74 Ideal E SI1 62.3 54.0 2762.0 5.8 5.83 3.62
0.7 Very Good F VS2 61.7 63.0 2762.0 5.64 5.61 3.47
0.7 Fair F VS2 64.5 57.0 2762.0 5.57 5.53 3.58
0.7 Fair F VS2 65.3 55.0 2762.0 5.63 5.58 3.66
0.7 Premium F VS2 61.6 60.0 2762.0 5.65 5.59 3.46
0.91 Premium H SI1 61.4 56.0 2763.0 6.09 5.97 3.7
0.61 Very Good D VVS2 59.6 57.0 2763.0 5.56 5.58 3.32
0.91 Fair H SI2 64.4 57.0 2763.0 6.11 6.09 3.93
0.91 Fair H SI2 65.7 60.0 2763.0 6.03 5.99 3.95
0.77 Ideal H VS2 62.0 56.0 2763.0 5.89 5.86 3.64
0.71 Very Good D SI1 63.6 58.0 2764.0 5.64 5.68 3.6
0.71 Ideal D SI1 61.9 59.0 2764.0 5.69 5.72 3.53
0.7 Very Good E VS2 62.6 60.0 2765.0 5.62 5.65 3.53
0.77 Very Good H VS1 61.3 60.0 2765.0 5.88 5.9 3.61
0.63 Premium E VVS1 60.9 60.0 2765.0 5.52 5.55 3.37
0.71 Very Good F VS1 60.1 62.0 2765.0 5.74 5.77 3.46
0.71 Premium F VS1 61.8 59.0 2765.0 5.69 5.73 3.53
0.76 Ideal H SI1 61.2 57.0 2765.0 5.88 5.91 3.61
0.64 Ideal G VVS1 61.9 56.0 2766.0 5.53 5.56 3.43
0.71 Premium G VS2 60.9 57.0 2766.0 5.78 5.75 3.51
0.71 Premium G VS2 59.8 56.0 2766.0 5.89 5.81 3.5
0.7 Very Good D VS2 61.8 55.0 2767.0 5.68 5.72 3.52
0.7 Very Good F VS1 60.0 57.0 2767.0 5.8 5.87 3.5
0.71 Ideal D SI2 61.6 55.0 2767.0 5.74 5.76 3.54
0.7 Good H VVS2 62.1 64.0 2767.0 5.62 5.65 3.5
0.71 Very Good G VS1 63.3 59.0 2768.0 5.52 5.61 3.52
0.73 Very Good D SI1 60.2 56.0 2768.0 5.83 5.87 3.52
0.7 Very Good D SI1 61.1 58.0 2768.0 5.66 5.73 3.48
0.7 Ideal E SI1 60.9 57.0 2768.0 5.73 5.76 3.5
0.71 Premium D SI2 61.7 59.0 2768.0 5.71 5.67 3.51
0.74 Ideal I SI1 61.3 56.0 2769.0 5.82 5.86 3.57
0.71 Premium D VS2 62.5 60.0 2770.0 5.65 5.61 3.52
0.73 Premium G VS2 61.4 59.0 2770.0 5.83 5.76 3.56
0.76 Very Good F SI1 62.9 57.0 2770.0 5.79 5.81 3.65
0.76 Ideal D SI2 62.4 57.0 2770.0 5.78 5.83 3.62
0.71 Ideal F SI1 60.7 56.0 2770.0 5.77 5.8 3.51
0.73 Premium G VS2 60.7 58.0 2770.0 5.87 5.82 3.55
0.73 Premium G VS1 61.5 58.0 2770.0 5.79 5.75 3.55
0.73 Ideal D SI2 59.9 57.0 2770.0 5.92 5.89 3.54
0.73 Premium G VS2 59.2 59.0 2770.0 5.92 5.87 3.49
0.72 Very Good H VVS2 60.3 56.0 2771.0 5.81 5.83 3.51
0.73 Very Good F SI1 61.7 60.0 2771.0 5.79 5.82 3.58
0.71 Ideal G VS2 61.9 57.0 2771.0 5.73 5.77 3.56
0.79 Ideal F SI2 61.9 55.0 2771.0 5.97 5.92 3.68
0.73 Very Good H VVS1 60.4 59.0 2772.0 5.83 5.89 3.54
0.8 Very Good F SI2 61.0 57.0 2772.0 6.01 6.03 3.67
0.58 Ideal G VVS1 61.5 55.0 2772.0 5.39 5.44 3.33
0.58 Ideal F VVS1 61.7 56.0 2772.0 5.33 5.37 3.3
0.71 Good E VS2 59.2 61.0 2772.0 5.8 5.88 3.46
0.75 Ideal D SI2 61.3 56.0 2773.0 5.85 5.89 3.6
0.7 Premium D VS2 58.0 62.0 2773.0 5.87 5.78 3.38
1.17 Very Good J I1 60.2 61.0 2774.0 6.83 6.9 4.13
0.6 Ideal E VS1 61.7 55.0 2774.0 5.41 5.44 3.35
0.7 Ideal E SI1 62.7 55.0 2774.0 5.68 5.74 3.58
0.83 Good I VS2 64.6 54.0 2774.0 5.85 5.88 3.79
0.74 Very Good F VS2 61.3 61.0 2775.0 5.8 5.84 3.57
0.72 Very Good G VS2 63.7 56.4 2776.0 5.62 5.69 3.61
0.71 Premium E VS2 62.7 58.0 2776.0 5.74 5.68 3.58
0.71 Ideal E VS2 62.2 57.0 2776.0 5.79 5.62 3.55
0.54 Ideal E VVS2 61.6 56.0 2776.0 5.25 5.27 3.24
0.54 Ideal E VVS2 61.5 57.0 2776.0 5.24 5.26 3.23
0.72 Ideal G SI1 61.8 56.0 2776.0 5.72 5.75 3.55
0.72 Ideal G SI1 60.7 56.0 2776.0 5.79 5.82 3.53
0.72 Good G VS2 59.7 60.5 2776.0 5.8 5.84 3.47
0.71 Ideal G SI1 60.5 56.0 2776.0 5.8 5.76 3.5
0.7 Very Good D VS1 62.7 58.0 2777.0 5.66 5.73 3.57
0.71 Premium F VS2 62.1 58.0 2777.0 5.67 5.7 3.53
0.71 Very Good F VS2 62.8 57.0 2777.0 5.64 5.69 3.56
0.71 Good F VS2 63.8 58.0 2777.0 5.61 5.64 3.59
0.71 Good F VS2 57.8 60.0 2777.0 5.87 5.9 3.4
0.7 Ideal E VS2 62.1 55.0 2777.0 5.7 5.67 3.53
0.7 Premium E VS2 61.1 60.0 2777.0 5.71 5.64 3.47
0.7 Premium E SI1 60.0 59.0 2777.0 5.79 5.75 3.46
0.7 Premium E SI1 61.2 57.0 2777.0 5.73 5.68 3.49
0.7 Premium E SI1 62.7 59.0 2777.0 5.67 5.63 3.54
0.7 Premium E SI1 61.0 57.0 2777.0 5.73 5.68 3.48
0.7 Premium E SI1 61.0 58.0 2777.0 5.78 5.72 3.51
0.7 Ideal E SI1 61.4 57.0 2777.0 5.76 5.7 3.52
0.72 Premium F SI1 61.8 61.0 2777.0 5.82 5.71 3.56
0.7 Very Good E SI1 59.9 63.0 2777.0 5.76 5.7 3.43
0.7 Premium E SI1 61.3 58.0 2777.0 5.71 5.68 3.49
0.7 Premium E SI1 60.5 58.0 2777.0 5.77 5.74 3.48
0.7 Good E VS2 64.1 59.0 2777.0 5.64 5.59 3.6
0.98 Fair H SI2 67.9 60.0 2777.0 6.05 5.97 4.08
0.78 Premium F SI1 62.4 58.0 2777.0 5.83 5.8 3.63
0.7 Very Good E SI1 63.2 60.0 2777.0 5.6 5.51 3.51
0.52 Ideal F VVS1 61.3 55.0 2778.0 5.19 5.22 3.19
0.73 Very Good H VS2 60.8 56.0 2779.0 5.82 5.84 3.55
0.74 Ideal E SI1 61.7 56.0 2779.0 5.84 5.8 3.59
0.7 Very Good F VS2 63.6 57.0 2780.0 5.61 5.65 3.58
0.77 Premium G VS2 61.2 58.0 2780.0 5.9 5.93 3.62
0.71 Ideal F VS2 62.1 54.0 2780.0 5.68 5.72 3.54
0.74 Ideal G VS1 61.5 55.0 2780.0 5.81 5.86 3.59
0.7 Ideal G VS1 61.4 59.0 2780.0 5.64 5.73 3.49
1.01 Premium F I1 61.8 60.0 2781.0 6.39 6.36 3.94
0.77 Ideal H SI1 62.2 56.0 2781.0 5.83 5.88 3.64
0.78 Ideal H SI1 61.2 56.0 2781.0 5.92 5.99 3.64
0.72 Very Good H VS1 60.6 63.0 2782.0 5.83 5.76 3.51
0.53 Very Good D VVS2 57.5 64.0 2782.0 5.34 5.37 3.08
0.76 Ideal G VS2 61.3 56.0 2782.0 5.9 5.94 3.63
0.7 Good E VS1 57.2 62.0 2782.0 5.81 5.77 3.31
0.7 Premium E VS1 62.9 60.0 2782.0 5.62 5.54 3.51
0.75 Very Good D SI2 63.1 58.0 2782.0 5.78 5.73 3.63
0.72 Ideal D SI1 60.8 57.0 2782.0 5.76 5.75 3.5
0.72 Premium D SI1 62.7 59.0 2782.0 5.73 5.69 3.58
0.7 Premium D SI1 62.8 60.0 2782.0 5.68 5.66 3.56
0.84 Fair G SI1 55.1 67.0 2782.0 6.39 6.2 3.47
0.75 Premium F SI1 61.4 59.0 2782.0 5.88 5.85 3.6
0.52 Ideal F IF 62.2 55.0 2783.0 5.14 5.18 3.21
0.72 Very Good F VS2 63.0 54.0 2784.0 5.69 5.73 3.6
0.79 Very Good H VS1 63.7 56.0 2784.0 5.85 5.92 3.75
0.72 Very Good F VS2 63.6 58.0 2787.0 5.66 5.69 3.61
0.51 Ideal F VVS1 62.0 57.0 2787.0 5.11 5.15 3.18
0.64 Ideal D VS1 61.5 56.0 2787.0 5.54 5.55 3.41
0.7 Very Good H VVS1 60.5 60.0 2788.0 5.74 5.77 3.48
0.83 Very Good I VS1 61.1 60.0 2788.0 6.07 6.1 3.72
0.76 Ideal I VVS2 61.8 56.0 2788.0 5.85 5.87 3.62
0.71 Good D VS2 63.3 56.0 2788.0 5.64 5.68 3.58
0.77 Good G VS1 59.4 64.0 2788.0 5.97 5.92 3.53
0.71 Ideal F SI1 62.5 55.0 2788.0 5.71 5.65 3.55
1.01 Fair E I1 64.5 58.0 2788.0 6.29 6.21 4.03
1.01 Premium H SI2 62.7 59.0 2788.0 6.31 6.22 3.93
0.77 Good F SI1 64.2 52.0 2789.0 5.81 5.77 3.72
0.76 Good E SI1 63.7 54.0 2789.0 5.76 5.85 3.7
0.76 Premium E SI1 60.4 58.0 2789.0 5.92 5.94 3.58
0.76 Premium E SI1 61.8 58.0 2789.0 5.82 5.86 3.61
1.05 Very Good J SI2 63.2 56.0 2789.0 6.49 6.45 4.09
0.81 Ideal G SI2 61.6 56.0 2789.0 5.97 6.01 3.69
0.7 Ideal E SI1 61.6 56.0 2789.0 5.72 5.75 3.53
0.55 Ideal G IF 60.9 57.0 2789.0 5.28 5.3 3.22
0.81 Good G SI2 61.0 61.0 2789.0 5.94 5.99 3.64
0.63 Premium E VVS2 62.1 57.0 2789.0 5.48 5.41 3.38
0.63 Premium E VVS1 60.9 60.0 2789.0 5.55 5.52 3.37
0.77 Premium H VS1 61.3 60.0 2789.0 5.9 5.88 3.61
1.05 Fair J SI2 65.8 59.0 2789.0 6.41 6.27 4.18
0.64 Ideal G IF 61.3 56.0 2790.0 5.54 5.58 3.41
0.76 Premium I VVS1 58.8 59.0 2790.0 6.0 5.94 3.51
0.83 Ideal F SI2 62.3 55.0 2790.0 6.02 6.05 3.76
0.71 Premium F VS1 60.1 62.0 2790.0 5.77 5.74 3.46
0.71 Premium F VS1 61.8 59.0 2790.0 5.73 5.69 3.53
0.87 Very Good I SI1 63.6 55.8 2791.0 6.07 6.1 3.87
0.73 Ideal E SI1 62.2 56.0 2791.0 5.74 5.78 3.58
0.71 Premium E SI1 59.2 59.0 2792.0 5.83 5.86 3.46
0.71 Premium E SI1 61.8 59.0 2792.0 5.7 5.75 3.54
0.71 Ideal E SI1 61.3 55.0 2792.0 5.72 5.77 3.52
0.7 Premium F VS1 62.1 60.0 2792.0 5.71 5.65 3.53
0.7 Premium F VS1 60.7 60.0 2792.0 5.78 5.75 3.5
0.76 Premium H VVS2 59.6 57.0 2792.0 5.91 5.86 3.51
0.7 Ideal F VS1 62.2 56.0 2792.0 5.73 5.68 3.55
0.79 Very Good G SI1 60.6 57.0 2793.0 5.98 6.06 3.65
0.7 Very Good E VS2 62.9 57.0 2793.0 5.66 5.69 3.57
0.7 Good E VS2 64.1 55.0 2793.0 5.6 5.66 3.61
0.76 Ideal I VS2 61.3 56.0 2793.0 5.87 5.91 3.61
0.73 Ideal H VS2 62.7 55.0 2793.0 5.72 5.76 3.6
0.79 Very Good E SI1 63.2 56.0 2794.0 5.91 5.86 3.72
0.71 Very Good E VS2 60.7 56.0 2795.0 5.81 5.82 3.53
0.81 Premium I VVS2 61.9 60.0 2795.0 5.91 5.86 3.64
0.81 Ideal F SI2 62.6 55.0 2795.0 5.92 5.96 3.72
0.72 Good F VS1 60.7 60.0 2795.0 5.74 5.72 3.48
0.72 Premium D SI2 62.0 60.0 2795.0 5.73 5.69 3.54
0.72 Premium I IF 63.0 57.0 2795.0 5.72 5.7 3.6
0.81 Premium H VS2 58.0 59.0 2795.0 6.17 6.13 3.57
0.72 Premium G VS2 62.9 57.0 2795.0 5.73 5.65 3.58
1.0 Premium I SI2 58.2 60.0 2795.0 6.61 6.55 3.83
0.73 Good E SI1 63.2 58.0 2796.0 5.7 5.76 3.62
0.81 Very Good H SI2 61.3 59.0 2797.0 5.94 6.01 3.66
0.81 Very Good E SI1 60.3 60.0 2797.0 6.07 6.1 3.67
0.71 Premium D SI1 62.7 60.0 2797.0 5.67 5.71 3.57
0.71 Premium D SI1 61.3 58.0 2797.0 5.73 5.75 3.52
0.71 Premium D SI1 61.6 60.0 2797.0 5.74 5.69 3.52
0.57 Ideal F VVS2 61.9 55.0 2797.0 5.34 5.35 3.31
0.51 Ideal D VVS1 61.7 56.0 2797.0 5.12 5.16 3.17
0.72 Ideal G VS2 61.9 58.0 2797.0 5.72 5.75 3.55
0.74 Ideal H VS1 61.8 58.0 2797.0 5.77 5.81 3.58
0.74 Ideal H VS1 61.6 56.0 2797.0 5.81 5.82 3.58
0.7 Fair G VVS1 58.8 66.0 2797.0 5.81 5.9 3.44
0.8 Premium F SI2 61.0 57.0 2797.0 6.03 6.01 3.67
1.01 Fair E SI2 67.4 60.0 2797.0 6.19 6.05 4.13
0.8 Very Good H VS2 63.4 60.0 2797.0 5.92 5.82 3.72
0.77 Ideal I VS1 61.5 59.0 2798.0 5.87 5.91 3.62
0.83 Very Good E SI2 58.0 62.0 2799.0 6.19 6.25 3.61
0.82 Ideal F SI2 62.4 54.0 2799.0 5.97 6.02 3.74
0.78 Ideal D SI1 61.9 57.0 2799.0 5.91 5.86 3.64
0.6 Very Good G IF 61.6 56.0 2800.0 5.43 5.46 3.35
0.9 Good I SI2 62.2 59.0 2800.0 6.07 6.11 3.79
0.7 Premium E VS1 62.2 58.0 2800.0 5.6 5.66 3.5
0.9 Very Good I SI2 61.3 56.0 2800.0 6.17 6.23 3.8
0.83 Ideal G SI1 62.3 57.0 2800.0 5.99 6.08 3.76
0.83 Ideal G SI1 61.8 57.0 2800.0 6.03 6.07 3.74
0.83 Very Good H SI1 62.5 59.0 2800.0 5.95 6.02 3.74
0.74 Premium G VS1 62.9 60.0 2800.0 5.74 5.68 3.59
0.79 Ideal I VS1 61.8 59.0 2800.0 5.92 5.95 3.67
0.61 Ideal G IF 62.3 56.0 2800.0 5.43 5.45 3.39
0.76 Fair G VS1 59.0 70.0 2800.0 5.89 5.8 3.46
0.96 Ideal F I1 60.7 55.0 2801.0 6.37 6.41 3.88
0.73 Ideal F VS2 62.5 55.0 2801.0 5.8 5.76 3.61
0.73 Premium F VS2 62.7 58.0 2801.0 5.76 5.7 3.59
0.75 Ideal H SI1 60.4 57.0 2801.0 5.93 5.96 3.59
0.71 Premium F VS2 62.1 58.0 2801.0 5.7 5.67 3.53
0.71 Good F VS2 57.8 60.0 2801.0 5.9 5.87 3.4
0.71 Good F VS2 63.8 58.0 2801.0 5.64 5.61 3.59
0.71 Premium F VS2 62.8 57.0 2801.0 5.69 5.64 3.56
1.04 Premium G I1 62.2 58.0 2801.0 6.46 6.41 4.0
1.0 Premium J SI2 62.3 58.0 2801.0 6.45 6.34 3.98
0.87 Very Good G SI2 59.9 58.0 2802.0 6.19 6.23 3.72
0.53 Ideal F IF 61.9 54.0 2802.0 5.22 5.25 3.24
0.72 Premium E VS2 63.0 55.0 2802.0 5.79 5.61 3.59
0.72 Premium F VS1 62.4 58.0 2802.0 5.83 5.7 3.6
0.7 Very Good F VS2 62.9 58.0 2803.0 5.63 5.65 3.55
0.74 Very Good E SI1 63.5 56.0 2803.0 5.74 5.79 3.66
0.71 Ideal G VS2 61.3 56.0 2803.0 5.75 5.71 3.51
0.73 Ideal E SI1 60.6 54.0 2803.0 5.84 5.89 3.55
0.7 Good G VS1 65.1 58.0 2803.0 5.56 5.59 3.63
0.71 Premium F VS2 62.6 58.0 2803.0 5.7 5.67 3.56
0.71 Premium F VS2 58.0 62.0 2803.0 5.85 5.81 3.38
0.71 Premium G VS1 62.4 61.0 2803.0 5.7 5.65 3.54
0.77 Premium G VS2 61.3 57.0 2803.0 5.93 5.88 3.62
0.71 Premium G VS2 59.9 60.0 2803.0 5.81 5.77 3.47
0.78 Premium G VS2 60.8 58.0 2803.0 6.03 5.95 3.64
0.71 Very Good G VS1 63.5 55.0 2803.0 5.66 5.64 3.59
0.91 Ideal D SI2 62.2 57.0 2803.0 6.21 6.15 3.85
0.71 Very Good E VS2 63.8 58.0 2804.0 5.62 5.66 3.6
0.71 Very Good E VS2 64.0 57.0 2804.0 5.66 5.68 3.63
0.8 Very Good E SI2 62.5 56.0 2804.0 5.88 5.96 3.7
0.7 Very Good D SI1 62.3 58.0 2804.0 5.69 5.73 3.56
0.72 Ideal F VS1 61.7 57.0 2804.0 5.74 5.77 3.55
0.72 Very Good F VS1 62.2 58.0 2804.0 5.75 5.7 3.56
0.82 Ideal H VS2 61.5 56.0 2804.0 6.01 6.08 3.72
0.7 Ideal D SI1 61.0 59.0 2804.0 5.68 5.7 3.47
0.72 Ideal D SI1 62.2 56.0 2804.0 5.74 5.77 3.58
0.72 Ideal D SI1 61.5 54.0 2804.0 5.77 5.8 3.56
0.9 Fair I SI1 67.3 59.0 2804.0 5.93 5.84 3.96
0.74 Premium F VS2 61.7 58.0 2805.0 5.85 5.78 3.59
0.74 Premium F VS2 61.9 56.0 2805.0 5.8 5.77 3.58
0.73 Ideal E SI2 61.8 58.0 2805.0 5.77 5.81 3.58
0.57 Fair E VVS1 58.7 66.0 2805.0 5.34 5.43 3.16
0.73 Premium F VS2 62.5 57.0 2805.0 5.75 5.7 3.58
0.72 Ideal G VS2 62.8 56.0 2805.0 5.74 5.7 3.59
0.74 Fair F VS2 61.1 68.0 2805.0 5.82 5.75 3.53
0.82 Good G VS2 64.0 57.0 2805.0 5.92 5.89 3.78
0.81 Very Good G SI1 62.5 60.0 2806.0 5.89 5.94 3.69
0.75 Very Good H VVS1 60.6 58.0 2806.0 5.85 5.9 3.56
0.7 Ideal F SI1 61.6 55.0 2806.0 5.72 5.74 3.53
0.71 Very Good F VS1 62.2 58.0 2807.0 5.66 5.72 3.54
0.71 Very Good F VS1 60.0 57.0 2807.0 5.84 5.9 3.52
0.93 Premium J SI2 61.9 57.0 2807.0 6.21 6.19 3.84
0.8 Very Good H VS2 62.8 57.0 2808.0 5.87 5.91 3.7
0.7 Very Good F VS1 62.0 57.0 2808.0 5.64 5.71 3.52
1.0 Fair G I1 66.4 59.0 2808.0 6.16 6.09 4.07
0.75 Very Good G VS2 63.4 56.0 2808.0 5.78 5.74 3.65
0.58 Ideal E VVS2 60.9 56.0 2808.0 5.41 5.43 3.3
0.73 Very Good D SI1 63.1 57.0 2808.0 5.74 5.7 3.61
0.81 Very Good F SI1 63.1 59.0 2809.0 5.85 5.79 3.67
0.81 Premium D SI2 59.2 57.0 2809.0 6.15 6.05 3.61
0.71 Premium F SI1 60.7 54.0 2809.0 5.84 5.8 3.53
1.2 Fair F I1 64.6 56.0 2809.0 6.73 6.66 4.33
0.7 Very Good F VS1 61.8 56.0 2810.0 5.63 5.7 3.5
0.7 Very Good F VS1 59.9 60.0 2810.0 5.77 5.84 3.48
0.74 Ideal D SI2 61.7 55.0 2810.0 5.81 5.85 3.6
0.7 Good F VS1 62.8 61.0 2810.0 5.57 5.61 3.51
0.8 Good G SI1 62.7 57.0 2810.0 5.84 5.93 3.69
0.75 Very Good F SI1 63.4 58.0 2811.0 5.72 5.76 3.64
0.83 Very Good D SI1 63.5 54.0 2811.0 5.98 5.95 3.79
1.0 Fair J VS2 65.7 59.0 2811.0 6.14 6.07 4.01
0.99 Fair I SI2 68.1 56.0 2811.0 6.21 6.06 4.18
0.7 Very Good G VS1 63.0 60.0 2812.0 5.57 5.64 3.53
0.7 Very Good F VS2 59.5 58.0 2812.0 5.75 5.85 3.45
0.7 Good E SI1 63.5 59.0 2812.0 5.49 5.53 3.5
0.7 Very Good F VS2 61.7 58.0 2812.0 5.63 5.69 3.49
0.32 Premium I SI1 62.7 58.0 554.0 4.37 4.34 2.73
0.32 Premium I SI1 62.8 58.0 554.0 4.39 4.34 2.74
0.32 Ideal I SI1 62.4 57.0 554.0 4.37 4.35 2.72
0.32 Premium I SI1 61.0 59.0 554.0 4.39 4.36 2.67
0.32 Very Good I SI1 63.1 56.0 554.0 4.39 4.36 2.76
0.32 Ideal I SI1 60.7 57.0 554.0 4.47 4.42 2.7
0.3 Premium H SI1 60.9 59.0 554.0 4.31 4.29 2.62
0.3 Premium H SI1 60.1 55.0 554.0 4.41 4.38 2.64
0.3 Premium H SI1 62.9 58.0 554.0 4.28 4.24 2.68
0.3 Very Good H SI1 63.3 56.0 554.0 4.29 4.27 2.71
0.3 Good H SI1 63.8 55.0 554.0 4.26 4.2 2.7
0.3 Ideal H SI1 62.9 57.0 554.0 4.27 4.22 2.67
0.3 Very Good H SI1 63.4 60.0 554.0 4.25 4.23 2.69
0.32 Good I SI1 63.9 55.0 554.0 4.36 4.34 2.78
0.33 Ideal H SI2 61.4 56.0 554.0 4.85 4.79 2.95
0.29 Very Good E VS1 61.9 55.0 555.0 4.28 4.33 2.66
0.29 Very Good E VS1 62.4 55.0 555.0 4.2 4.25 2.63
0.31 Very Good F SI1 61.8 58.0 555.0 4.32 4.35 2.68
0.34 Ideal H VS2 61.5 56.0 555.0 4.47 4.5 2.76
0.34 Ideal H VS2 60.4 57.0 555.0 4.54 4.57 2.75
0.34 Ideal I VS1 61.8 55.0 555.0 4.48 4.52 2.78
0.34 Ideal I VS1 62.0 56.0 555.0 4.5 4.53 2.8
0.3 Ideal G VS1 62.3 56.0 555.0 4.29 4.31 2.68
0.29 Ideal F VS1 61.6 56.0 555.0 4.26 4.31 2.64
0.35 Ideal G SI1 60.6 56.0 555.0 4.56 4.58 2.77
0.43 Very Good E I1 58.4 62.0 555.0 4.94 5.0 2.9
0.32 Very Good F VS2 61.4 58.0 556.0 4.37 4.42 2.7
0.36 Ideal I VS2 61.9 56.0 556.0 4.54 4.57 2.82
0.3 Ideal G VS2 62.0 56.0 556.0 4.28 4.3 2.66
0.26 Ideal E VS1 61.5 57.0 556.0 4.09 4.12 2.52
0.7 Very Good F VS2 62.3 58.0 2812.0 5.64 5.72 3.54
0.7 Very Good F VS2 60.9 61.0 2812.0 5.66 5.71 3.46
0.71 Ideal D SI1 62.4 57.0 2812.0 5.69 5.72 3.56
0.99 Fair J SI1 55.0 61.0 2812.0 6.72 6.67 3.68
0.73 Premium E VS2 58.6 60.0 2812.0 5.92 5.89 3.46
0.51 Ideal F VVS1 62.0 57.0 2812.0 5.15 5.11 3.18
0.91 Premium G SI2 59.8 58.0 2813.0 6.3 6.29 3.77
0.84 Very Good E SI1 63.4 55.0 2813.0 6.0 5.95 3.79
0.91 Good I VS2 64.3 58.0 2813.0 6.09 6.05 3.9
0.76 Premium E SI1 62.2 59.0 2814.0 5.86 5.81 3.63
0.76 Ideal E SI1 61.7 57.0 2814.0 5.88 5.85 3.62
0.75 Premium E SI1 61.1 59.0 2814.0 5.86 5.83 3.57
0.55 Very Good D VVS1 61.5 56.0 2815.0 5.23 5.27 3.23
0.76 Very Good F SI2 58.5 62.0 2815.0 5.93 6.01 3.49
0.74 Premium G VS1 61.7 58.0 2815.0 5.79 5.81 3.58
0.7 Ideal H SI1 60.4 56.0 2815.0 5.75 5.81 3.49
0.7 Ideal H SI1 61.4 56.0 2815.0 5.7 5.76 3.52
0.7 Ideal H SI1 61.5 55.0 2815.0 5.73 5.79 3.54
0.7 Ideal H SI1 61.4 56.0 2815.0 5.72 5.77 3.53
0.9 Fair J VS2 65.0 56.0 2815.0 6.08 6.04 3.94
0.95 Fair F SI2 56.0 60.0 2815.0 6.62 6.53 3.68
0.89 Premium H SI2 60.2 59.0 2815.0 6.26 6.23 3.76
0.72 Premium E VS2 58.3 58.0 2815.0 5.99 5.92 3.47
0.96 Fair E SI2 53.1 63.0 2815.0 6.73 6.65 3.55
1.02 Premium G I1 60.3 58.0 2815.0 6.55 6.5 3.94
0.78 Very Good I VVS2 61.4 56.0 2816.0 5.91 5.95 3.64
0.61 Ideal G VVS2 60.1 57.0 2816.0 5.52 5.54 3.32
0.71 Good D VS1 63.4 55.0 2816.0 5.61 5.69 3.58
0.78 Premium F SI1 61.5 59.0 2816.0 5.96 5.88 3.64
0.87 Ideal H SI2 62.7 56.0 2816.0 6.16 6.13 3.85
0.83 Ideal H SI1 62.5 55.0 2816.0 6.04 6.0 3.76
0.71 Premium E SI1 61.3 56.0 2817.0 5.78 5.73 3.53
0.71 Ideal I VVS2 60.2 56.0 2817.0 5.84 5.89 3.53
0.71 Ideal E VS2 62.7 57.0 2817.0 5.66 5.64 3.54
0.71 Premium E VS2 62.3 58.0 2817.0 5.69 5.65 3.53
0.63 Ideal F VVS2 61.5 56.0 2817.0 5.48 5.52 3.38
0.71 Premium E SI1 59.2 59.0 2817.0 5.86 5.83 3.46
0.71 Premium E SI1 61.8 59.0 2817.0 5.75 5.7 3.54
0.71 Ideal E SI1 61.3 55.0 2817.0 5.77 5.72 3.52
0.71 Premium E SI1 61.4 58.0 2817.0 5.77 5.73 3.53
0.9 Ideal J VS2 62.8 55.0 2817.0 6.2 6.16 3.88
0.71 Good E SI1 62.8 64.0 2817.0 5.6 5.54 3.5
0.7 Premium E VS2 62.4 61.0 2818.0 5.66 5.63 3.52
0.7 Premium E VS2 59.3 60.0 2818.0 5.78 5.73 3.41
0.7 Premium E VS2 63.0 60.0 2818.0 5.64 5.6 3.54
1.0 Premium H I1 61.3 60.0 2818.0 6.43 6.39 3.93
0.86 Premium F SI2 59.3 62.0 2818.0 6.36 6.22 3.73
0.8 Ideal H SI1 61.0 57.0 2818.0 6.07 6.0 3.68
0.7 Ideal E VS1 62.9 57.0 2818.0 5.66 5.61 3.54
0.7 Premium E VS1 59.6 57.0 2818.0 5.91 5.83 3.5
0.7 Premium F VS2 61.8 60.0 2818.0 5.69 5.64 3.5
0.7 Premium E VS1 62.7 57.0 2818.0 5.68 5.64 3.55
1.0 Fair H SI2 65.3 62.0 2818.0 6.34 6.12 4.08
0.72 Very Good G VS1 63.8 58.0 2819.0 5.64 5.68 3.61
0.72 Ideal H VS1 62.3 56.0 2819.0 5.73 5.77 3.58
0.7 Good F VS1 59.7 63.0 2819.0 5.76 5.79 3.45
0.86 Good F SI2 64.3 60.0 2819.0 5.97 5.95 3.83
0.71 Ideal G VS1 62.9 58.0 2820.0 5.66 5.69 3.57
0.75 Ideal E SI1 62.0 57.0 2821.0 5.8 5.78 3.59
0.73 Premium E VS2 61.6 59.0 2821.0 5.77 5.73 3.54
0.53 Ideal E VVS1 61.9 55.0 2821.0 5.2 5.21 3.22
0.73 Premium E SI1 61.3 58.0 2821.0 5.83 5.76 3.55
0.73 Good E SI1 63.6 57.0 2821.0 5.72 5.7 3.63
0.73 Premium E SI1 59.6 61.0 2821.0 5.92 5.85 3.51
0.73 Premium E SI1 62.2 59.0 2821.0 5.77 5.68 3.56
0.73 Premium D SI1 61.7 55.0 2821.0 5.84 5.82 3.6
0.73 Very Good E SI1 63.2 58.0 2821.0 5.76 5.7 3.62
0.7 Premium E VS1 60.8 60.0 2822.0 5.74 5.71 3.48
0.72 Premium E VS2 60.3 59.0 2822.0 5.84 5.8 3.51
0.72 Premium E VS2 60.9 60.0 2822.0 5.8 5.76 3.52
0.72 Premium E VS2 62.4 59.0 2822.0 5.77 5.7 3.58
0.7 Premium E VS2 60.2 60.0 2822.0 5.73 5.7 3.44
0.6 Ideal F VVS2 62.0 55.0 2822.0 5.37 5.4 3.34
0.74 Ideal I VVS1 60.8 57.0 2822.0 5.85 5.89 3.57
0.73 Ideal F SI1 62.1 55.0 2822.0 5.75 5.78 3.58
0.71 Premium D SI1 62.7 60.0 2822.0 5.71 5.67 3.57
0.71 Premium D SI1 61.3 58.0 2822.0 5.75 5.73 3.52
0.7 Premium D SI1 60.2 60.0 2822.0 5.82 5.75 3.48
0.7 Ideal D SI1 60.7 56.0 2822.0 5.75 5.72 3.48
0.9 Good J VS2 64.0 61.0 2822.0 6.04 6.03 3.86
0.71 Ideal D SI1 60.2 56.0 2822.0 5.86 5.83 3.52
0.7 Premium E VS2 61.5 59.0 2822.0 5.73 5.68 3.51
0.7 Premium E VS2 62.6 56.0 2822.0 5.71 5.66 3.56
0.7 Ideal D SI1 59.7 58.0 2822.0 5.82 5.77 3.46
0.7 Good E SI1 61.4 64.0 2822.0 5.71 5.66 3.49
0.7 Ideal D SI1 62.5 57.0 2822.0 5.62 5.59 3.51
0.7 Ideal D SI1 61.8 56.0 2822.0 5.73 5.63 3.51
0.7 Premium E VS2 60.7 62.0 2822.0 5.72 5.68 3.46
0.7 Premium F VS2 60.6 58.0 2822.0 5.8 5.72 3.49
0.7 Ideal D SI1 61.4 54.0 2822.0 5.75 5.71 3.52
0.79 Very Good D SI2 62.8 59.0 2823.0 5.86 5.9 3.69
0.9 Good I SI1 63.8 57.0 2823.0 6.06 6.13 3.89
0.71 Premium E VS2 62.3 58.0 2823.0 5.71 5.66 3.54
0.61 Ideal E VVS2 61.3 54.0 2823.0 5.51 5.59 3.4
0.9 Fair H SI2 65.8 54.0 2823.0 6.05 5.98 3.96
0.71 Ideal E SI1 60.5 56.0 2823.0 5.77 5.73 3.47
0.71 Premium D VS2 61.2 59.0 2824.0 5.74 5.69 3.5
0.77 Ideal I VVS2 62.1 57.0 2824.0 5.84 5.86 3.63
0.74 Good E VS1 63.1 58.0 2824.0 5.73 5.75 3.62
0.82 Ideal F SI2 62.4 54.0 2824.0 6.02 5.97 3.74
0.82 Premium E SI2 60.8 60.0 2824.0 6.05 6.03 3.67
0.71 Premium G VS1 62.2 59.0 2825.0 5.73 5.66 3.54
0.83 Premium H SI1 60.0 59.0 2825.0 6.08 6.05 3.64
0.73 Very Good G VS1 62.0 57.0 2825.0 5.75 5.8 3.58
0.83 Premium H SI1 62.5 59.0 2825.0 6.02 5.95 3.74
1.17 Premium J I1 60.2 61.0 2825.0 6.9 6.83 4.13
0.91 Fair H SI2 61.3 67.0 2825.0 6.24 6.19 3.81
0.73 Premium E VS1 62.6 60.0 2826.0 5.75 5.68 3.58
0.7 Good E VS1 57.2 59.0 2826.0 5.94 5.88 3.38
0.9 Premium I SI2 62.2 59.0 2826.0 6.11 6.07 3.79
0.7 Premium E VS1 62.2 58.0 2826.0 5.66 5.6 3.5
0.7 Very Good D VS2 63.3 56.0 2826.0 5.6 5.58 3.54
0.7 Premium E VS1 59.4 61.0 2826.0 5.78 5.74 3.42
0.9 Very Good I SI2 63.5 56.0 2826.0 6.17 6.07 3.88
0.78 Premium F SI1 60.8 60.0 2826.0 5.97 5.94 3.62
0.96 Ideal F I1 60.7 55.0 2826.0 6.41 6.37 3.88
0.7 Very Good D SI1 62.3 59.0 2827.0 5.67 5.7 3.54
0.72 Good D VS2 64.0 54.0 2827.0 5.68 5.7 3.64
0.79 Premium H VVS2 62.6 58.0 2827.0 5.96 5.9 3.71
0.7 Ideal H VVS1 61.6 57.0 2827.0 5.69 5.74 3.52
0.7 Ideal H VVS1 62.3 55.0 2827.0 5.66 5.7 3.54
0.7 Ideal D SI2 60.6 57.0 2828.0 5.74 5.77 3.49
1.01 Premium H SI2 61.6 61.0 2828.0 6.39 6.31 3.91
0.72 Premium F VS1 62.2 58.0 2829.0 5.75 5.7 3.56
0.8 Good E SI2 63.7 54.0 2829.0 5.91 5.87 3.75
0.59 Ideal E VVS1 62.0 56.0 2829.0 5.36 5.38 3.33
0.72 Ideal F VS1 61.7 57.0 2829.0 5.77 5.74 3.55
0.75 Premium E SI2 61.9 57.0 2829.0 5.88 5.82 3.62
0.8 Premium E SI2 60.2 57.0 2829.0 6.05 6.01 3.63
0.71 Very Good E VS2 62.7 59.0 2830.0 5.65 5.7 3.56
0.77 Very Good H SI1 61.7 56.0 2830.0 5.84 5.89 3.62
0.97 Ideal F I1 60.7 56.0 2830.0 6.41 6.43 3.9
0.53 Ideal F VVS1 60.9 57.0 2830.0 5.23 5.29 3.19
0.53 Ideal F VVS1 61.8 57.0 2830.0 5.16 5.19 3.2
0.8 Ideal I VS2 62.1 54.4 2830.0 5.94 5.99 3.7
0.9 Premium G SI1 60.6 62.0 2830.0 6.21 6.13 3.74
0.76 Very Good E SI2 60.8 60.0 2831.0 5.89 5.98 3.61
0.72 Ideal E SI1 62.3 57.0 2831.0 5.7 5.76 3.57
0.75 Ideal E SI1 61.4 57.0 2831.0 5.82 5.87 3.59
0.72 Premium E SI1 62.1 58.0 2831.0 5.73 5.76 3.57
0.79 Ideal G SI1 61.8 56.0 2831.0 5.93 5.91 3.66
0.72 Very Good F VS2 62.5 58.0 2832.0 5.71 5.75 3.58
0.91 Very Good I SI2 62.8 61.0 2832.0 6.15 6.18 3.87
0.71 Premium G VVS2 62.1 57.0 2832.0 5.75 5.65 3.54
0.81 Premium G SI1 63.0 60.0 2832.0 5.87 5.81 3.68
0.82 Ideal H SI1 62.5 57.0 2832.0 5.91 5.97 3.71
0.71 Premium F VS1 62.2 58.0 2832.0 5.72 5.66 3.54
0.9 Good J SI1 64.3 63.0 2832.0 6.05 6.01 3.88
0.8 Very Good I VS2 62.0 58.0 2833.0 5.86 5.95 3.66
0.56 Very Good E IF 61.0 59.0 2833.0 5.28 5.34 3.24
0.7 Very Good D VS2 59.6 61.0 2833.0 5.77 5.8 3.45
0.7 Ideal D VS2 61.0 57.0 2833.0 5.74 5.76 3.51
0.61 Ideal F VVS2 61.7 55.0 2833.0 5.45 5.48 3.37
0.85 Ideal H SI2 62.5 57.0 2833.0 6.02 6.07 3.78
0.7 Ideal F SI1 60.7 57.0 2833.0 5.73 5.75 3.49
0.8 Ideal G VS2 62.2 56.0 2834.0 5.94 5.87 3.67
0.8 Ideal H VS2 62.8 57.0 2834.0 5.91 5.87 3.7
0.51 Very Good D VVS1 59.9 58.0 2834.0 5.16 5.19 3.1
0.53 Ideal F VVS1 61.4 57.0 2834.0 5.2 5.23 3.2
0.78 Ideal I VS2 61.8 55.0 2834.0 5.92 5.95 3.67
0.9 Very Good J SI1 63.4 54.0 2834.0 6.17 6.14 3.9
0.9 Fair G SI2 65.3 59.0 2834.0 6.07 6.0 3.94
0.77 Ideal E SI2 60.7 55.0 2834.0 6.01 5.95 3.63
0.73 Ideal F VS1 61.2 56.0 2835.0 5.89 5.81 3.58
0.63 Ideal F VVS2 61.9 57.0 2835.0 5.47 5.51 3.4
0.7 Ideal E VS2 61.5 54.0 2835.0 5.7 5.75 3.52
0.72 Ideal E VS2 62.8 57.0 2835.0 5.71 5.73 3.59
0.72 Ideal E SI1 61.0 57.0 2835.0 5.78 5.8 3.53
0.75 Premium F VS2 59.6 59.0 2835.0 6.04 5.94 3.57
0.82 Very Good H SI1 60.7 56.0 2836.0 6.04 6.06 3.67
0.71 Good E VS2 62.8 60.0 2836.0 5.6 5.65 3.53
0.7 Premium E VS1 62.6 59.0 2837.0 5.69 5.66 3.55
0.7 Ideal E VS1 61.8 56.0 2837.0 5.74 5.69 3.53
0.71 Ideal F SI1 59.8 53.0 2838.0 5.86 5.82 3.49
0.76 Very Good H SI1 60.9 55.0 2838.0 5.92 5.94 3.61
0.82 Fair F SI1 64.9 58.0 2838.0 5.83 5.79 3.77
0.72 Premium F VS1 58.8 60.0 2838.0 5.91 5.89 3.47
0.7 Premium F VS2 62.3 58.0 2838.0 5.72 5.64 3.54
0.7 Premium F VS2 61.7 58.0 2838.0 5.69 5.63 3.49
0.7 Premium G VS1 62.6 55.0 2838.0 5.73 5.64 3.56
0.7 Premium F VS2 59.4 61.0 2838.0 5.83 5.79 3.45
0.7 Very Good E SI1 63.5 59.0 2838.0 5.53 5.49 3.5
0.7 Premium F VS2 60.9 61.0 2838.0 5.71 5.66 3.46
0.7 Premium F VS2 59.5 58.0 2838.0 5.85 5.75 3.45
0.7 Premium G VS1 63.0 60.0 2838.0 5.64 5.57 3.53
0.74 Very Good E SI1 60.0 57.0 2839.0 5.85 5.89 3.52
0.71 Ideal F VS1 61.5 57.0 2839.0 5.74 5.71 3.52
0.7 Ideal F VS1 61.6 54.0 2839.0 5.75 5.72 3.53
0.71 Ideal F VS1 62.1 55.0 2839.0 5.82 5.68 3.57
0.71 Premium F VS1 59.1 61.0 2839.0 5.84 5.81 3.44
0.71 Premium F VS1 59.0 60.0 2839.0 5.82 5.8 3.43
0.71 Premium F VS1 60.5 58.0 2839.0 5.75 5.72 3.47
0.7 Ideal F VS1 62.4 53.0 2839.0 5.73 5.71 3.57
0.73 Ideal G VS2 61.8 54.0 2839.0 5.8 5.82 3.59
0.7 Ideal E VS2 62.1 54.0 2839.0 5.69 5.72 3.54
0.7 Ideal G VS1 61.3 57.0 2839.0 5.71 5.74 3.51
0.71 Premium G VVS2 60.3 58.0 2839.0 5.82 5.78 3.5
0.71 Premium F VS1 59.2 58.0 2839.0 5.87 5.82 3.46
0.79 Premium G VS2 59.3 62.0 2839.0 6.09 6.01 3.59
0.71 Premium F VS1 62.7 59.0 2839.0 5.7 5.62 3.55
0.77 Very Good H VS1 61.0 60.0 2840.0 5.9 5.87 3.59
0.75 Very Good F SI2 59.8 56.0 2840.0 5.85 5.92 3.52
0.7 Ideal F SI1 61.0 56.0 2840.0 5.75 5.8 3.52
0.71 Premium F VS2 59.3 56.0 2840.0 5.88 5.82 3.47
0.92 Ideal D SI2 61.9 56.0 2840.0 6.27 6.2 3.86
0.83 Premium F SI2 61.4 59.0 2840.0 6.08 6.04 3.72
0.7 Premium H VVS1 59.2 60.0 2840.0 5.87 5.78 3.45
0.73 Premium F VS2 60.3 59.0 2841.0 5.9 5.87 3.55
0.71 Very Good D VS1 63.4 55.0 2841.0 5.69 5.61 3.58
0.73 Very Good D SI1 63.9 57.0 2841.0 5.66 5.71 3.63
0.82 Ideal F SI2 61.7 53.0 2841.0 6.0 6.12 3.74
0.82 Ideal F SI2 62.3 56.0 2841.0 5.96 6.02 3.73
0.82 Very Good F SI2 59.7 57.0 2841.0 6.12 6.14 3.66
0.52 Ideal F VVS1 61.2 56.0 2841.0 5.19 5.21 3.18
1.0 Premium F I1 58.9 60.0 2841.0 6.6 6.55 3.87
0.95 Fair G SI1 66.7 56.0 2841.0 6.16 6.03 4.06
0.73 Ideal D SI1 61.4 57.0 2841.0 5.76 5.8 3.55
0.73 Premium F VS2 59.9 59.0 2841.0 5.87 5.77 3.5
0.73 Premium G VS1 61.4 58.0 2841.0 5.82 5.77 3.56
0.8 Ideal I VS1 62.6 54.0 2842.0 5.92 5.96 3.72
0.7 Premium F VS2 58.7 61.0 2842.0 5.8 5.72 3.38
0.7 Very Good E VS2 60.2 62.0 2843.0 5.71 5.75 3.45
0.7 Very Good E VS2 62.7 58.0 2843.0 5.65 5.67 3.55
0.71 Very Good E VS2 59.4 58.0 2843.0 5.76 5.82 3.44
0.81 Very Good F SI2 63.2 58.0 2843.0 5.91 5.92 3.74
0.71 Very Good D SI1 61.5 58.0 2843.0 5.73 5.79 3.54
0.73 Ideal G VVS2 61.3 57.0 2843.0 5.81 5.84 3.57
0.73 Very Good F VS1 61.8 59.0 2843.0 5.73 5.79 3.56
0.72 Ideal E VS2 62.0 57.0 2843.0 5.71 5.74 3.55
0.81 Ideal F SI2 62.1 57.0 2843.0 5.91 5.95 3.68
0.71 Ideal G VVS2 60.7 57.0 2843.0 5.81 5.78 3.52
0.73 Very Good E SI1 57.7 61.0 2844.0 5.92 5.96 3.43
0.7 Very Good E VS1 62.0 59.0 2844.0 5.65 5.68 3.51
1.01 Ideal I I1 61.5 57.0 2844.0 6.45 6.46 3.97
1.01 Good I I1 63.1 57.0 2844.0 6.35 6.39 4.02
0.79 Ideal H VS2 62.5 57.0 2844.0 5.91 5.93 3.7
0.7 Very Good E VS2 61.8 59.0 2845.0 5.65 5.68 3.5
0.7 Very Good E VS2 58.9 60.0 2845.0 5.83 5.85 3.44
0.8 Good H VS2 63.4 60.0 2845.0 5.92 5.82 3.72
1.27 Premium H SI2 59.3 61.0 2845.0 7.12 7.05 4.2
0.79 Ideal D SI1 61.5 56.0 2846.0 5.96 5.91 3.65
0.72 Very Good F VS1 60.2 59.0 2846.0 5.79 5.84 3.5
0.73 Ideal H VVS2 61.6 56.0 2846.0 5.79 5.84 3.58
1.01 Fair H SI2 65.4 59.0 2846.0 6.3 6.26 4.11
1.01 Good H I1 64.2 61.0 2846.0 6.25 6.18 3.99
0.73 Ideal E SI1 59.1 59.0 2846.0 5.92 5.95 3.51
0.7 Ideal E SI1 61.6 57.0 2846.0 5.71 5.76 3.53
0.7 Good F VS2 59.1 61.0 2846.0 5.76 5.84 3.43
0.77 Premium E SI1 62.9 59.0 2846.0 5.84 5.79 3.66
0.77 Premium G VS2 61.3 60.0 2846.0 5.91 5.81 3.59
0.77 Premium G VS1 61.4 58.0 2846.0 5.94 5.89 3.63
0.84 Very Good H SI1 61.2 57.0 2847.0 6.1 6.12 3.74
0.72 Ideal E SI1 60.3 57.0 2847.0 5.83 5.85 3.52
0.76 Premium D SI1 61.1 59.0 2847.0 5.93 5.88 3.61
0.7 Very Good G VVS2 62.9 59.0 2848.0 5.61 5.68 3.55
0.54 Ideal D VVS2 61.5 55.0 2848.0 5.25 5.29 3.24
0.75 Fair D SI2 64.6 57.0 2848.0 5.74 5.72 3.7
0.79 Good E SI1 64.1 54.0 2849.0 5.86 5.84 3.75
0.74 Very Good E VS1 63.1 58.0 2849.0 5.75 5.73 3.62
0.7 Very Good E VS2 61.0 60.0 2850.0 5.74 5.77 3.51
0.7 Ideal F VS2 60.8 59.0 2850.0 5.69 5.79 3.49
0.75 Ideal J SI1 61.5 56.0 2850.0 5.83 5.87 3.6
1.2 Very Good H I1 63.1 60.0 2850.0 6.75 6.67 4.23
0.8 Very Good F SI1 63.4 57.0 2851.0 5.89 5.82 3.71
0.66 Ideal D VS1 62.1 56.0 2851.0 5.54 5.57 3.45
0.87 Very Good F SI2 61.0 63.0 2851.0 6.22 6.07 3.75
0.86 Premium H SI1 62.7 59.0 2851.0 6.04 5.98 3.77
0.74 Ideal F SI1 61.0 57.0 2851.0 5.85 5.81 3.56
0.58 Very Good E IF 60.6 59.0 2852.0 5.37 5.43 3.27
0.78 Ideal I VS1 61.5 57.0 2852.0 5.88 5.92 3.63
0.74 Ideal G SI1 61.3 55.0 2852.0 5.85 5.86 3.59
0.73 Ideal E SI1 62.7 55.0 2852.0 5.7 5.79 3.6
0.91 Very Good I SI1 63.5 57.0 2852.0 6.12 6.07 3.87
0.71 Premium F VS2 62.6 58.0 2853.0 5.67 5.7 3.56
0.71 Good G VS1 63.5 55.0 2853.0 5.64 5.66 3.59
0.79 Ideal D SI2 62.8 57.0 2853.0 5.9 5.85 3.69
0.79 Premium D SI2 60.0 60.0 2853.0 6.07 6.03 3.63
0.71 Premium E SI1 62.7 58.0 2853.0 5.73 5.66 3.57
0.82 Premium I VS1 61.9 58.0 2853.0 5.99 5.97 3.7
0.78 Very Good H VS1 61.9 57.1 2854.0 5.87 5.95 3.66
0.7 Very Good E VS1 62.4 56.0 2854.0 5.64 5.7 3.54
1.12 Premium H I1 59.1 61.0 2854.0 6.78 6.75 4.0
0.73 Premium E VS2 62.0 57.0 2854.0 5.86 5.76 3.6
0.91 Fair J VS2 64.4 62.0 2854.0 6.06 6.03 3.89
0.91 Fair J VS2 65.4 60.0 2854.0 6.04 6.0 3.94
0.91 Good J VS2 64.2 58.0 2854.0 6.12 6.09 3.92
0.91 Fair H SI1 65.8 58.0 2854.0 6.04 6.01 3.96
0.7 Premium E VS1 58.4 59.0 2854.0 5.91 5.83 3.43
0.68 Premium F VVS2 61.7 57.0 2854.0 5.67 5.64 3.49
0.73 Very Good F VS2 62.5 57.0 2855.0 5.7 5.75 3.58
1.03 Good J SI1 63.6 57.0 2855.0 6.38 6.29 4.03
0.74 Premium D VS2 62.4 57.0 2855.0 5.8 5.74 3.6
0.98 Fair E SI2 53.3 67.0 2855.0 6.82 6.74 3.61
1.02 Fair I SI1 53.0 63.0 2856.0 6.84 6.77 3.66
1.0 Fair G SI2 67.8 61.0 2856.0 5.96 5.9 4.02
1.02 Ideal H SI2 61.6 55.0 2856.0 6.49 6.43 3.98
0.6 Ideal F VVS2 60.8 57.0 2856.0 5.44 5.49 3.32
0.8 Ideal G SI2 61.6 56.0 2856.0 5.97 6.01 3.69
0.97 Ideal F I1 60.7 56.0 2856.0 6.43 6.41 3.9
1.0 Fair I SI1 67.9 62.0 2856.0 6.19 6.03 4.15
0.26 Ideal E VS1 62.3 57.0 556.0 4.05 4.08 2.53
0.26 Ideal E VS1 62.1 56.0 556.0 4.09 4.12 2.55
0.36 Ideal H SI1 61.9 55.0 556.0 4.57 4.59 2.83
0.34 Good G VS2 57.5 61.0 556.0 4.6 4.66 2.66
0.34 Good E SI1 63.3 57.0 556.0 4.44 4.47 2.82
0.34 Good E SI1 63.5 55.0 556.0 4.44 4.47 2.83
0.34 Good E SI1 63.4 55.0 556.0 4.44 4.46 2.82
0.34 Very Good G VS2 59.6 62.0 556.0 4.54 4.56 2.71
0.34 Ideal E SI1 62.2 54.0 556.0 4.47 4.5 2.79
0.32 Good E VS2 64.1 54.0 556.0 4.34 4.37 2.79
0.31 Ideal I VVS1 61.6 55.0 557.0 4.36 4.41 2.7
0.31 Ideal I VVS1 61.3 56.0 557.0 4.36 4.38 2.68
0.31 Ideal I VVS1 62.3 54.0 557.0 4.37 4.4 2.73
0.31 Ideal I VVS1 62.0 54.0 557.0 4.37 4.4 2.72
0.31 Ideal I VVS1 62.7 53.0 557.0 4.33 4.35 2.72
0.31 Ideal I VVS1 62.2 53.0 557.0 4.36 4.38 2.72
0.31 Ideal G VS2 62.2 53.6 557.0 4.32 4.35 2.7
0.31 Ideal H VS1 61.6 54.8 557.0 4.35 4.37 2.69
0.31 Ideal H VS1 61.8 54.2 557.0 4.33 4.37 2.69
0.33 Premium G SI2 59.4 59.0 557.0 4.52 4.5 2.68
0.33 Premium F SI2 62.3 58.0 557.0 4.43 4.4 2.75
0.33 Premium G SI2 62.6 58.0 557.0 4.42 4.4 2.76
0.33 Ideal G SI2 61.9 56.0 557.0 4.45 4.41 2.74
0.33 Premium F SI2 63.0 58.0 557.0 4.42 4.4 2.78
0.33 Premium J VS1 62.8 58.0 557.0 4.41 4.38 2.76
0.33 Premium J VS1 61.5 61.0 557.0 4.46 4.39 2.72
0.33 Ideal J VS1 62.1 55.0 557.0 4.44 4.41 2.75
0.33 Ideal I SI1 63.0 57.0 557.0 4.39 4.37 2.76
0.33 Good I SI1 63.6 53.0 557.0 4.43 4.4 2.81
0.33 Premium I SI1 60.4 59.0 557.0 4.54 4.5 2.73
1.0 Fair H SI2 66.1 56.0 2856.0 6.21 5.97 4.04
0.77 Premium F SI1 60.8 59.0 2856.0 5.92 5.86 3.58
0.77 Premium F SI1 61.0 58.0 2856.0 5.94 5.9 3.61
0.7 Good E VVS2 60.1 63.0 2857.0 5.68 5.71 3.42
0.9 Very Good G SI2 63.1 58.0 2857.0 6.08 6.02 3.82
0.72 Ideal E SI1 62.3 57.0 2857.0 5.76 5.7 3.57
0.9 Premium I VS2 61.9 59.0 2857.0 6.2 6.14 3.82
0.72 Premium E SI1 62.1 58.0 2857.0 5.76 5.73 3.57
0.7 Ideal G VVS2 62.1 56.0 2858.0 5.63 5.71 3.52
0.81 Very Good F SI1 61.3 57.0 2858.0 6.02 6.05 3.7
0.81 Very Good F SI1 61.7 57.0 2858.0 6.0 6.05 3.72
0.71 Premium E VS2 61.0 60.0 2858.0 5.76 5.69 3.49
0.7 Premium E VS2 61.4 59.0 2858.0 5.73 5.7 3.51
0.71 Premium E VS2 61.5 60.0 2858.0 5.76 5.68 3.52
0.71 Very Good E VS2 63.5 59.0 2858.0 5.68 5.59 3.58
0.92 Premium J SI1 62.9 58.0 2858.0 6.22 6.18 3.9
0.76 Ideal E SI1 62.7 54.0 2858.0 5.88 5.83 3.67
0.73 Ideal D SI1 61.5 56.0 2858.0 5.84 5.8 3.58
0.71 Premium D VS2 60.4 62.0 2858.0 5.74 5.72 3.46
0.7 Good E VVS2 63.6 62.0 2858.0 5.61 5.58 3.56
0.9 Fair G SI2 64.5 56.0 2858.0 6.06 6.0 3.89
0.71 Fair D VS2 56.9 65.0 2858.0 5.89 5.84 3.34
0.7 Ideal D VS2 61.0 57.0 2859.0 5.76 5.74 3.51
0.7 Premium D VS2 62.4 56.0 2859.0 5.72 5.66 3.55
0.77 Premium F VS1 60.9 60.0 2859.0 5.91 5.88 3.59
0.71 Ideal G VS1 61.5 56.0 2859.0 5.74 5.78 3.54
0.7 Premium D VS2 59.6 61.0 2859.0 5.8 5.77 3.45
0.75 Fair F VS1 55.8 70.0 2859.0 6.09 5.98 3.37
0.83 Premium E SI2 59.2 60.0 2859.0 6.17 6.12 3.64
0.71 Very Good F VS2 61.3 61.0 2860.0 5.68 5.73 3.5
0.9 Very Good J SI2 63.6 58.0 2860.0 6.07 6.1 3.87
0.6 Ideal E VVS2 61.9 54.9 2860.0 5.41 5.44 3.35
0.71 Premium D VS1 62.9 57.0 2860.0 5.66 5.6 3.54
0.53 Ideal F VVS1 61.4 57.0 2860.0 5.23 5.2 3.2
0.71 Premium D SI1 60.7 58.0 2861.0 5.95 5.78 3.56
0.62 Ideal G VVS2 61.6 56.0 2861.0 5.45 5.48 3.37
0.62 Ideal G VVS2 61.6 56.0 2861.0 5.48 5.51 3.38
0.9 Premium I SI1 63.0 58.0 2861.0 6.09 6.01 3.81
0.62 Fair F IF 60.1 61.0 2861.0 5.53 5.56 3.33
0.82 Premium E SI2 61.7 59.0 2861.0 6.01 5.98 3.7
0.66 Premium D VS1 61.0 58.0 2861.0 5.67 5.57 3.43
0.7 Very Good D SI1 62.5 55.0 2862.0 5.67 5.72 3.56
0.8 Very Good F SI1 62.6 58.0 2862.0 5.9 5.92 3.7
0.8 Very Good D SI2 62.5 59.0 2862.0 5.88 5.92 3.69
0.79 Premium F SI1 62.3 54.0 2862.0 5.97 5.91 3.7
0.71 Very Good F VVS1 63.2 60.0 2862.0 5.65 5.61 3.56
0.7 Ideal H VS2 61.1 57.0 2862.0 5.71 5.74 3.5
0.7 Very Good E VS2 58.7 63.0 2862.0 5.73 5.69 3.35
0.79 Premium H VS1 60.0 60.0 2862.0 6.07 5.99 3.64
0.7 Premium E VS2 59.5 59.0 2862.0 5.82 5.77 3.45
1.22 Premium E I1 60.9 57.0 2862.0 6.93 6.88 4.21
1.01 Fair E SI2 67.6 57.0 2862.0 6.21 6.11 4.18
0.73 Premium E VS2 62.5 61.0 2862.0 5.78 5.64 3.59
0.91 Good I VS2 64.3 58.0 2863.0 6.05 6.09 3.9
0.71 Ideal D SI1 60.8 56.0 2863.0 5.8 5.77 3.52
0.83 Premium G SI1 62.3 58.0 2863.0 6.01 5.97 3.73
0.84 Premium F SI2 62.3 59.0 2863.0 6.06 6.01 3.76
0.71 Premium D SI1 61.0 61.0 2863.0 5.82 5.75 3.53
0.71 Premium D SI1 59.7 59.0 2863.0 5.82 5.8 3.47
0.71 Premium D SI1 61.7 56.0 2863.0 5.8 5.68 3.54
0.71 Ideal D SI1 61.7 57.0 2863.0 5.75 5.7 3.53
0.71 Premium D SI1 61.4 58.0 2863.0 5.79 5.75 3.54
0.71 Premium D SI1 60.6 58.0 2863.0 5.79 5.77 3.5
0.91 Premium J SI1 59.5 62.0 2863.0 6.4 6.18 3.74
0.9 Premium J VS2 59.8 62.0 2863.0 6.24 6.21 3.72
0.71 Premium H VVS2 61.5 62.0 2863.0 5.74 5.68 3.51
0.71 Premium E SI1 59.1 61.0 2863.0 5.84 5.8 3.44
0.72 Ideal F VS2 59.5 57.0 2863.0 5.91 5.86 3.5
0.72 Premium E SI1 60.9 60.0 2863.0 5.78 5.74 3.51
0.71 Ideal E VS2 61.0 55.0 2863.0 5.79 5.75 3.52
0.81 Ideal E SI2 60.3 57.0 2864.0 6.07 6.04 3.65
0.83 Very Good I VS2 61.6 58.0 2865.0 6.05 6.07 3.73
0.73 Premium D SI1 60.8 55.0 2865.0 5.87 5.81 3.55
0.56 Very Good D VVS1 62.0 56.0 2866.0 5.25 5.3 3.27
0.56 Very Good D VVS1 61.8 55.0 2866.0 5.27 5.31 3.27
0.71 Ideal E VS1 62.2 55.0 2866.0 5.74 5.7 3.56
0.7 Ideal H VVS1 62.3 58.0 2866.0 5.66 5.7 3.54
0.96 Premium I SI1 61.3 58.0 2866.0 6.39 6.3 3.89
0.71 Very Good H VVS1 62.9 57.0 2867.0 5.67 5.69 3.57
0.7 Ideal D VS2 62.4 57.0 2867.0 5.68 5.61 3.52
0.71 Ideal H VVS1 60.4 57.0 2867.0 5.78 5.81 3.5
0.8 Premium H VS2 61.2 53.0 2867.0 6.05 5.98 3.68
0.95 Premium F SI2 58.4 57.0 2867.0 6.49 6.41 3.77
0.82 Ideal F SI2 62.3 56.0 2867.0 5.99 5.95 3.72
0.52 Ideal F VVS1 61.2 56.0 2867.0 5.21 5.19 3.18
0.82 Ideal F SI2 61.7 53.0 2867.0 6.12 6.0 3.74
0.82 Ideal F SI2 62.3 56.0 2867.0 6.02 5.96 3.73
0.82 Premium F SI2 59.7 57.0 2867.0 6.14 6.12 3.66
0.8 Ideal G SI1 61.3 57.0 2867.0 5.96 5.91 3.64
0.96 Fair F SI2 68.2 61.0 2867.0 6.07 5.88 4.1
0.72 Ideal I VS1 62.4 55.0 2868.0 5.72 5.75 3.58
0.62 Ideal G IF 60.5 57.0 2868.0 5.52 5.56 3.35
0.79 Premium E SI2 61.0 58.0 2868.0 5.96 5.9 3.62
0.75 Very Good E SI1 63.1 56.0 2868.0 5.78 5.7 3.62
1.08 Premium D I1 61.9 60.0 2869.0 6.55 6.48 4.03
0.72 Ideal E SI1 60.8 55.0 2869.0 5.77 5.84 3.53
0.62 Ideal G IF 61.8 56.0 2869.0 5.43 5.47 3.37
0.73 Ideal G VVS2 61.3 57.0 2869.0 5.84 5.81 3.57
0.72 Ideal H VVS2 60.9 57.0 2869.0 5.79 5.77 3.52
0.52 Premium F VVS2 61.8 60.0 2870.0 5.16 5.13 3.18
0.83 Ideal E SI2 62.2 57.0 2870.0 6.0 6.05 3.75
0.64 Premium E VVS2 62.1 58.0 2870.0 5.56 5.51 3.44
0.8 Ideal G SI1 62.5 57.0 2870.0 5.94 5.9 3.7
0.74 Ideal H SI1 62.1 56.0 2870.0 5.77 5.83 3.6
0.72 Ideal F SI1 61.5 56.0 2870.0 5.72 5.79 3.54
0.82 Ideal H VS2 59.5 57.0 2870.0 6.12 6.09 3.63
0.73 Premium E VS1 61.3 59.0 2870.0 5.81 5.78 3.55
1.04 Premium I I1 61.6 61.0 2870.0 6.47 6.45 3.98
0.73 Very Good E SI1 61.3 58.0 2871.0 5.76 5.83 3.55
0.73 Good E SI1 63.6 57.0 2871.0 5.7 5.72 3.63
0.9 Premium J SI1 62.8 59.0 2871.0 6.13 6.03 3.82
0.75 Ideal I SI1 61.8 55.0 2871.0 5.83 5.85 3.61
0.79 Ideal G SI1 62.6 55.0 2871.0 5.91 5.95 3.71
0.7 Good D SI1 62.5 56.7 2872.0 5.59 5.62 3.51
0.75 Very Good D SI1 60.7 55.0 2872.0 5.87 5.92 3.58
1.02 Ideal I I1 61.7 56.0 2872.0 6.44 6.49 3.99
0.7 Very Good G SI2 59.0 62.0 2872.0 5.79 5.81 3.42
0.7 Ideal D SI1 61.8 56.0 2872.0 5.63 5.73 3.51
0.7 Good E SI1 61.4 64.0 2872.0 5.66 5.71 3.49
0.7 Ideal D SI1 61.4 54.0 2872.0 5.71 5.75 3.52
0.7 Ideal D SI1 60.7 56.0 2872.0 5.72 5.75 3.48
0.7 Very Good D SI1 60.2 60.0 2872.0 5.75 5.82 3.48
0.72 Very Good E VS2 58.3 57.0 2872.0 5.89 5.94 3.45
0.74 Ideal E SI1 62.3 58.0 2872.0 5.74 5.78 3.59
0.84 Good G SI1 65.1 55.0 2872.0 5.88 5.97 3.86
0.76 Very Good F VS2 62.0 58.0 2873.0 5.8 5.86 3.62
0.77 Very Good E SI1 63.2 58.0 2873.0 5.8 5.84 3.68
0.76 Ideal E SI2 62.8 56.0 2873.0 5.78 5.82 3.64
1.0 Ideal I SI2 61.7 56.0 2873.0 6.45 6.41 3.97
1.0 Fair H SI1 65.5 62.0 2873.0 6.14 6.07 4.0
0.9 Fair I SI1 65.7 58.0 2873.0 6.03 6.0 3.95
0.9 Premium J SI1 61.8 58.0 2873.0 6.16 6.13 3.8
0.9 Good J SI1 64.0 61.0 2873.0 6.0 5.96 3.83
0.9 Fair I SI1 65.3 61.0 2873.0 5.98 5.94 3.89
0.9 Fair I SI1 65.8 56.0 2873.0 6.01 5.96 3.94
0.9 Premium J SI1 60.9 61.0 2873.0 6.26 6.22 3.8
0.78 Premium F VS2 62.6 58.0 2874.0 5.91 5.82 3.67
0.71 Premium D VS2 61.2 59.0 2874.0 5.69 5.74 3.5
0.7 Premium F VS1 59.0 59.0 2874.0 5.79 5.77 3.41
0.7 Premium F VS1 60.8 62.0 2874.0 5.71 5.67 3.46
0.7 Premium G VVS2 61.8 58.0 2874.0 5.67 5.63 3.49
0.7 Ideal F VS1 61.0 55.0 2874.0 5.77 5.73 3.51
0.7 Ideal F VS1 61.6 55.0 2874.0 5.75 5.71 3.53
0.7 Ideal F VS1 62.4 56.0 2874.0 5.69 5.65 3.54
0.7 Premium G VVS2 62.9 59.0 2874.0 5.68 5.61 3.55
1.0 Fair H SI2 67.7 60.0 2875.0 6.11 5.98 4.09
0.77 Ideal H SI1 62.4 56.0 2875.0 5.84 5.9 3.66
1.0 Fair J VS1 65.5 55.0 2875.0 6.3 6.25 4.11
1.0 Fair I SI1 66.3 61.0 2875.0 6.08 6.03 4.01
1.0 Fair H SI2 69.5 55.0 2875.0 6.17 6.1 4.26
0.73 Premium E VS1 62.6 60.0 2876.0 5.68 5.75 3.58
0.79 Premium E VS2 60.6 53.0 2876.0 6.04 5.98 3.64
0.72 Very Good H VS1 62.2 54.0 2877.0 5.74 5.76 3.57
0.71 Ideal E VS1 62.4 56.0 2877.0 5.75 5.7 3.57
0.74 Ideal G VS2 62.3 55.0 2877.0 5.8 5.83 3.62
0.7 Good H VVS1 62.7 56.0 2877.0 5.6 5.66 3.53
0.7 Good F VS1 59.1 62.0 2877.0 5.82 5.86 3.44
0.79 Very Good F SI1 62.8 59.0 2878.0 5.86 5.89 3.69
0.79 Very Good F SI1 62.7 60.0 2878.0 5.82 5.89 3.67
0.79 Very Good D SI2 59.7 58.0 2878.0 6.0 6.07 3.6
0.71 Ideal I VS2 61.5 55.0 2878.0 5.76 5.78 3.55
0.79 Ideal F SI1 62.8 56.0 2878.0 5.88 5.9 3.7
0.73 Very Good F SI1 61.4 56.0 2879.0 5.81 5.86 3.58
0.63 Premium E IF 60.3 62.0 2879.0 5.55 5.53 3.34
0.7 Premium F VS1 60.4 60.0 2879.0 5.73 5.7 3.45
0.71 Premium F VS1 62.7 58.0 2879.0 5.71 5.67 3.57
0.84 Ideal G SI2 61.0 56.0 2879.0 6.13 6.1 3.73
0.84 Ideal G SI2 62.3 55.0 2879.0 6.08 6.03 3.77
1.02 Ideal J SI2 60.3 54.0 2879.0 6.53 6.5 3.93
0.72 Fair F VS1 56.9 69.0 2879.0 5.93 5.77 3.33
0.72 Ideal F VS1 62.0 56.0 2879.0 5.76 5.73 3.56
0.92 Very Good J SI2 58.7 61.0 2880.0 6.34 6.43 3.75
0.74 Very Good D SI1 63.9 57.0 2880.0 5.72 5.74 3.66
0.7 Ideal H VVS1 62.0 55.0 2881.0 5.74 5.71 3.55
0.71 Very Good E VS2 60.0 59.0 2881.0 5.84 5.83 3.5
1.05 Premium H I1 62.0 59.0 2881.0 6.5 6.47 4.02
0.7 Very Good H IF 62.8 56.0 2882.0 5.62 5.65 3.54
0.54 Ideal F VVS1 61.8 56.0 2882.0 5.23 5.26 3.24
0.73 Premium F VS2 59.9 58.0 2882.0 5.87 5.84 3.51
0.88 Fair F SI1 56.6 65.0 2882.0 6.39 6.32 3.6
0.73 Premium F VS2 58.7 57.0 2882.0 5.97 5.92 3.49
0.72 Ideal D SI1 61.8 56.0 2883.0 5.75 5.81 3.57
0.9 Good H SI2 62.7 64.0 2883.0 6.09 6.0 3.79
0.9 Fair H SI2 65.0 61.0 2883.0 6.01 5.96 3.89
1.03 Fair I SI2 65.3 55.0 2884.0 6.32 6.27 4.11
0.84 Very Good F SI1 63.8 57.0 2885.0 5.95 6.0 3.81
1.01 Premium I SI1 62.7 60.0 2885.0 6.36 6.27 3.96
0.77 Ideal D SI2 61.5 55.0 2885.0 5.9 5.93 3.64
0.8 Fair E SI1 56.3 63.0 2885.0 6.22 6.14 3.48
0.9 Fair D SI2 66.9 57.0 2885.0 6.02 5.9 3.99
0.73 Ideal E SI1 61.4 56.0 2886.0 5.79 5.81 3.56
0.72 Ideal E SI1 62.7 55.0 2886.0 5.64 5.69 3.55
0.71 Very Good D SI1 62.4 54.0 2887.0 5.71 5.79 3.59
0.7 Premium E VS1 62.6 59.0 2887.0 5.66 5.69 3.55
0.79 Ideal I VS1 61.7 59.0 2888.0 5.93 5.96 3.67
0.72 Very Good G VVS2 62.5 58.0 2889.0 5.68 5.72 3.56
0.7 Very Good E VS2 63.5 54.0 2889.0 5.62 5.66 3.58
0.7 Very Good F VS1 62.2 58.0 2889.0 5.64 5.75 3.54
0.9 Good H SI2 63.5 58.0 2889.0 6.09 6.14 3.88
0.71 Very Good F VS1 62.8 56.0 2889.0 5.69 5.72 3.58
0.5 Ideal E VVS2 62.2 54.0 2889.0 5.08 5.12 3.17
0.5 Ideal E VVS2 62.2 54.0 2889.0 5.09 5.11 3.17
0.74 Ideal F SI1 61.2 56.0 2889.0 5.83 5.87 3.58
0.77 Premium F VS2 61.8 56.0 2889.0 5.94 5.9 3.66
0.77 Premium E SI1 59.8 61.0 2889.0 5.99 5.95 3.57
0.8 Ideal F SI1 61.5 54.0 2890.0 6.07 6.0 3.71
0.8 Ideal F SI1 62.4 57.0 2890.0 5.9 5.87 3.67
0.8 Premium F SI1 61.5 60.0 2890.0 5.97 5.94 3.66
0.8 Good F SI1 63.8 59.0 2890.0 5.87 5.83 3.73
0.66 Ideal G VVS1 61.5 56.0 2890.0 5.61 5.58 3.44
0.71 Very Good E VS2 61.2 58.0 2891.0 5.71 5.79 3.52
0.71 Ideal F VS2 61.2 56.0 2891.0 5.73 5.77 3.52
0.71 Ideal E VS2 61.6 56.0 2891.0 5.74 5.76 3.54
0.71 Ideal E VS2 62.7 56.0 2891.0 5.71 5.75 3.59
0.72 Ideal D SI1 61.1 56.0 2891.0 5.78 5.81 3.54
0.71 Good D VS2 62.3 61.0 2891.0 5.7 5.73 3.56
0.86 Ideal H SI2 61.8 55.0 2892.0 6.12 6.14 3.79
1.19 Fair H I1 65.1 59.0 2892.0 6.62 6.55 4.29
0.71 Very Good F VS1 62.6 55.0 2893.0 5.66 5.71 3.56
0.82 Very Good G SI2 62.5 56.0 2893.0 5.99 6.04 3.76
0.71 Ideal G VVS2 61.5 57.0 2893.0 5.73 5.75 3.53
0.75 Ideal F VS2 62.5 57.0 2893.0 5.78 5.83 3.63
0.7 Very Good H VVS1 59.2 60.0 2893.0 5.87 5.78 3.45
0.8 Ideal G SI2 62.5 55.0 2893.0 5.89 5.92 3.69
0.82 Good G SI2 59.9 62.0 2893.0 6.02 6.04 3.61
0.82 Very Good G SI1 63.4 55.0 2893.0 6.0 5.93 3.78
0.82 Premium G SI1 59.9 59.0 2893.0 6.09 6.06 3.64
0.81 Very Good E SI2 62.4 57.0 2894.0 5.91 5.99 3.71
0.81 Ideal G SI2 62.2 57.0 2894.0 5.96 6.0 3.72
0.76 Ideal F SI1 61.4 56.0 2894.0 5.88 5.92 3.62
0.71 Very Good G VS2 60.9 56.0 2895.0 5.75 5.78 3.51
0.7 Very Good F VS1 61.8 59.0 2895.0 5.66 5.76 3.53
0.7 Ideal G VVS2 62.1 53.0 2895.0 5.71 5.75 3.56
0.74 Very Good G VS1 59.8 58.0 2896.0 5.85 5.89 3.51
0.77 Very Good G VS2 61.3 60.0 2896.0 5.81 5.91 3.59
0.77 Very Good G VS2 58.3 63.0 2896.0 6.0 6.05 3.51
0.53 Ideal F VVS1 61.6 56.0 2896.0 5.18 5.24 3.21
0.79 Ideal D SI1 61.5 56.0 2896.0 5.91 5.96 3.65
0.73 Ideal E SI2 61.5 55.0 2896.0 5.82 5.86 3.59
0.77 Ideal D SI2 62.1 56.0 2896.0 5.83 5.89 3.64
0.77 Premium E SI1 60.9 58.0 2896.0 5.94 5.88 3.6
1.01 Very Good I I1 63.1 57.0 2896.0 6.39 6.35 4.02
1.01 Ideal I I1 61.5 57.0 2896.0 6.46 6.45 3.97
0.6 Very Good D VVS2 60.6 57.0 2897.0 5.48 5.51 3.33
0.76 Premium E SI1 61.1 58.0 2897.0 5.91 5.85 3.59
0.54 Ideal D VVS2 61.4 52.0 2897.0 5.3 5.34 3.26
0.72 Ideal E SI1 62.5 55.0 2897.0 5.69 5.74 3.57
0.72 Good F VS1 59.4 61.0 2897.0 5.82 5.89 3.48
0.74 Premium D VS2 61.8 58.0 2897.0 5.81 5.77 3.58
1.12 Premium J SI2 60.6 59.0 2898.0 6.68 6.61 4.03

Now let's examine one of the continuous features as an example.

//Select: "Plot Options..." --> "Display type" --> "histogram plot" and choose to "Plot over all results" OTHERWISE you get the image from first 1000 rows only
display(diamondsDF.select("carat"))
carat
0.23
0.21
0.23
0.29
0.31
0.24
0.24
0.26
0.22
0.23
0.3
0.23
0.22
0.31
0.2
0.32
0.3
0.3
0.3
0.3
0.3
0.23
0.23
0.31
0.31
0.23
0.24
0.3
0.23
0.23
0.23
0.23
0.23
0.23
0.23
0.23
0.23
0.31
0.26
0.33
0.33
0.33
0.26
0.26
0.32
0.29
0.32
0.32
0.25
0.29
0.24
0.23
0.32
0.22
0.22
0.3
0.3
0.3
0.3
0.3
0.35
0.3
0.3
0.3
0.42
0.28
0.32
0.31
0.31
0.24
0.24
0.3
0.3
0.3
0.3
0.26
0.26
0.26
0.26
0.26
0.26
0.26
0.26
0.38
0.26
0.24
0.24
0.24
0.24
0.32
0.7
0.86
0.7
0.71
0.78
0.7
0.7
0.96
0.73
0.8
0.75
0.75
0.74
0.75
0.8
0.75
0.8
0.74
0.81
0.59
0.8
0.74
0.9
0.74
0.73
0.73
0.8
0.71
0.7
0.8
0.71
0.74
0.7
0.7
0.7
0.7
0.91
0.61
0.91
0.91
0.77
0.71
0.71
0.7
0.77
0.63
0.71
0.71
0.76
0.64
0.71
0.71
0.7
0.7
0.71
0.7
0.71
0.73
0.7
0.7
0.71
0.74
0.71
0.73
0.76
0.76
0.71
0.73
0.73
0.73
0.73
0.72
0.73
0.71
0.79
0.73
0.8
0.58
0.58
0.71
0.75
0.7
1.17
0.6
0.7
0.83
0.74
0.72
0.71
0.71
0.54
0.54
0.72
0.72
0.72
0.71
0.7
0.71
0.71
0.71
0.71
0.7
0.7
0.7
0.7
0.7
0.7
0.7
0.7
0.72
0.7
0.7
0.7
0.7
0.98
0.78
0.7
0.52
0.73
0.74
0.7
0.77
0.71
0.74
0.7
1.01
0.77
0.78
0.72
0.53
0.76
0.7
0.7
0.75
0.72
0.72
0.7
0.84
0.75
0.52
0.72
0.79
0.72
0.51
0.64
0.7
0.83
0.76
0.71
0.77
0.71
1.01
1.01
0.77
0.76
0.76
0.76
1.05
0.81
0.7
0.55
0.81
0.63
0.63
0.77
1.05
0.64
0.76
0.83
0.71
0.71
0.87
0.73
0.71
0.71
0.71
0.7
0.7
0.76
0.7
0.79
0.7
0.7
0.76
0.73
0.79
0.71
0.81
0.81
0.72
0.72
0.72
0.81
0.72
1.0
0.73
0.81
0.81
0.71
0.71
0.71
0.57
0.51
0.72
0.74
0.74
0.7
0.8
1.01
0.8
0.77
0.83
0.82
0.78
0.6
0.9
0.7
0.9
0.83
0.83
0.83
0.74
0.79
0.61
0.76
0.96
0.73
0.73
0.75
0.71
0.71
0.71
0.71
1.04
1.0
0.87
0.53
0.72
0.72
0.7
0.74
0.71
0.73
0.7
0.71
0.71
0.71
0.77
0.71
0.78
0.71
0.91
0.71
0.71
0.8
0.7
0.72
0.72
0.82
0.7
0.72
0.72
0.9
0.74
0.74
0.73
0.57
0.73
0.72
0.74
0.82
0.81
0.75
0.7
0.71
0.71
0.93
0.8
0.7
1.0
0.75
0.58
0.73
0.81
0.81
0.71
1.2
0.7
0.7
0.74
0.7
0.8
0.75
0.83
1.0
0.99
0.7
0.7
0.7
0.7
0.32
0.32
0.32
0.32
0.32
0.32
0.3
0.3
0.3
0.3
0.3
0.3
0.3
0.32
0.33
0.29
0.29
0.31
0.34
0.34
0.34
0.34
0.3
0.29
0.35
0.43
0.32
0.36
0.3
0.26
0.7
0.7
0.71
0.99
0.73
0.51
0.91
0.84
0.91
0.76
0.76
0.75
0.55
0.76
0.74
0.7
0.7
0.7
0.7
0.9
0.95
0.89
0.72
0.96
1.02
0.78
0.61
0.71
0.78
0.87
0.83
0.71
0.71
0.71
0.71
0.63
0.71
0.71
0.71
0.71
0.9
0.71
0.7
0.7
0.7
1.0
0.86
0.8
0.7
0.7
0.7
0.7
1.0
0.72
0.72
0.7
0.86
0.71
0.75
0.73
0.53
0.73
0.73
0.73
0.73
0.73
0.73
0.7
0.72
0.72
0.72
0.7
0.6
0.74
0.73
0.71
0.71
0.7
0.7
0.9
0.71
0.7
0.7
0.7
0.7
0.7
0.7
0.7
0.7
0.7
0.79
0.9
0.71
0.61
0.9
0.71
0.71
0.77
0.74
0.82
0.82
0.71
0.83
0.73
0.83
1.17
0.91
0.73
0.7
0.9
0.7
0.7
0.7
0.9
0.78
0.96
0.7
0.72
0.79
0.7
0.7
0.7
1.01
0.72
0.8
0.59
0.72
0.75
0.8
0.71
0.77
0.97
0.53
0.53
0.8
0.9
0.76
0.72
0.75
0.72
0.79
0.72
0.91
0.71
0.81
0.82
0.71
0.9
0.8
0.56
0.7
0.7
0.61
0.85
0.7
0.8
0.8
0.51
0.53
0.78
0.9
0.9
0.77
0.73
0.63
0.7
0.72
0.72
0.75
0.82
0.71
0.7
0.7
0.71
0.76
0.82
0.72
0.7
0.7
0.7
0.7
0.7
0.7
0.7
0.7
0.74
0.71
0.7
0.71
0.71
0.71
0.71
0.7
0.73
0.7
0.7
0.71
0.71
0.79
0.71
0.77
0.75
0.7
0.71
0.92
0.83
0.7
0.73
0.71
0.73
0.82
0.82
0.82
0.52
1.0
0.95
0.73
0.73
0.73
0.8
0.7
0.7
0.7
0.71
0.81
0.71
0.73
0.73
0.72
0.81
0.71
0.73
0.7
1.01
1.01
0.79
0.7
0.7
0.8
1.27
0.79
0.72
0.73
1.01
1.01
0.73
0.7
0.7
0.77
0.77
0.77
0.84
0.72
0.76
0.7
0.54
0.75
0.79
0.74
0.7
0.7
0.75
1.2
0.8
0.66
0.87
0.86
0.74
0.58
0.78
0.74
0.73
0.91
0.71
0.71
0.79
0.79
0.71
0.82
0.78
0.7
1.12
0.73
0.91
0.91
0.91
0.91
0.7
0.68
0.73
1.03
0.74
0.98
1.02
1.0
1.02
0.6
0.8
0.97
1.0
0.26
0.26
0.36
0.34
0.34
0.34
0.34
0.34
0.34
0.32
0.31
0.31
0.31
0.31
0.31
0.31
0.31
0.31
0.31
0.33
0.33
0.33
0.33
0.33
0.33
0.33
0.33
0.33
0.33
0.33
1.0
0.77
0.77
0.7
0.9
0.72
0.9
0.72
0.7
0.81
0.81
0.71
0.7
0.71
0.71
0.92
0.76
0.73
0.71
0.7
0.9
0.71
0.7
0.7
0.77
0.71
0.7
0.75
0.83
0.71
0.9
0.6
0.71
0.53
0.71
0.62
0.62
0.9
0.62
0.82
0.66
0.7
0.8
0.8
0.79
0.71
0.7
0.7
0.79
0.7
1.22
1.01
0.73
0.91
0.71
0.83
0.84
0.71
0.71
0.71
0.71
0.71
0.71
0.91
0.9
0.71
0.71
0.72
0.72
0.71
0.81
0.83
0.73
0.56
0.56
0.71
0.7
0.96
0.71
0.7
0.71
0.8
0.95
0.82
0.52
0.82
0.82
0.82
0.8
0.96
0.72
0.62
0.79
0.75
1.08
0.72
0.62
0.73
0.72
0.52
0.83
0.64
0.8
0.74
0.72
0.82
0.73
1.04
0.73
0.73
0.9
0.75
0.79
0.7
0.75
1.02
0.7
0.7
0.7
0.7
0.7
0.7
0.72
0.74
0.84
0.76
0.77
0.76
1.0
1.0
0.9
0.9
0.9
0.9
0.9
0.9
0.78
0.71
0.7
0.7
0.7
0.7
0.7
0.7
0.7
1.0
0.77
1.0
1.0
1.0
0.73
0.79
0.72
0.71
0.74
0.7
0.7
0.79
0.79
0.79
0.71
0.79
0.73
0.63
0.7
0.71
0.84
0.84
1.02
0.72
0.72
0.92
0.74
0.7
0.71
1.05
0.7
0.54
0.73
0.88
0.73
0.72
0.9
0.9
1.03
0.84
1.01
0.77
0.8
0.9
0.73
0.72
0.71
0.7
0.79
0.72
0.7
0.7
0.9
0.71
0.5
0.5
0.74
0.77
0.77
0.8
0.8
0.8
0.8
0.66
0.71
0.71
0.71
0.71
0.72
0.71
0.86
1.19
0.71
0.82
0.71
0.75
0.7
0.8
0.82
0.82
0.82
0.81
0.81
0.76
0.71
0.7
0.7
0.74
0.77
0.77
0.53
0.79
0.73
0.77
0.77
1.01
1.01
0.6
0.76
0.54
0.72
0.72
0.74
1.12

The above histogram of the diamonds' carat ratings shows that carats have a skewed distribution: Many diamonds are small, but there are a number of diamonds in the dataset which are much larger.

  • Extremely skewed distributions can cause problems for some algorithms (e.g., Linear Regression).
  • However, Decision Trees handle skewed distributions very naturally.

Note: When you call display to create a histogram like that above, it will plot using a subsample from the dataset (for efficiency), but you can plot using the full dataset by selecting "Plot over all results". For our dataset, the two plots can actually look very different due to the long-tailed distribution.

We will not examine the label distribution for now. It can be helpful to examine the label distribution, but it is best to do so only on the training set, not on the test set which we will hold out for evaluation. These will be seen in the sequel

You Try! Of course knock youself out visually exploring the dataset more...

display(diamondsDF.select("cut","carat"))
cut carat
Ideal 0.23
Premium 0.21
Good 0.23
Premium 0.29
Good 0.31
Very Good 0.24
Very Good 0.24
Very Good 0.26
Fair 0.22
Very Good 0.23
Good 0.3
Ideal 0.23
Premium 0.22
Ideal 0.31
Premium 0.2
Premium 0.32
Ideal 0.3
Good 0.3
Good 0.3
Very Good 0.3
Good 0.3
Very Good 0.23
Very Good 0.23
Very Good 0.31
Very Good 0.31
Very Good 0.23
Premium 0.24
Very Good 0.3
Very Good 0.23
Very Good 0.23
Very Good 0.23
Very Good 0.23
Very Good 0.23
Very Good 0.23
Very Good 0.23
Good 0.23
Good 0.23
Good 0.31
Very Good 0.26
Ideal 0.33
Ideal 0.33
Ideal 0.33
Good 0.26
Good 0.26
Good 0.32
Premium 0.29
Very Good 0.32
Good 0.32
Very Good 0.25
Very Good 0.29
Very Good 0.24
Ideal 0.23
Ideal 0.32
Premium 0.22
Premium 0.22
Ideal 0.3
Premium 0.3
Very Good 0.3
Very Good 0.3
Good 0.3
Ideal 0.35
Premium 0.3
Ideal 0.3
Ideal 0.3
Premium 0.42
Ideal 0.28
Ideal 0.32
Very Good 0.31
Premium 0.31
Premium 0.24
Very Good 0.24
Very Good 0.3
Premium 0.3
Premium 0.3
Good 0.3
Very Good 0.26
Very Good 0.26
Very Good 0.26
Very Good 0.26
Very Good 0.26
Very Good 0.26
Very Good 0.26
Ideal 0.26
Ideal 0.38
Good 0.26
Premium 0.24
Premium 0.24
Premium 0.24
Premium 0.24
Premium 0.32
Ideal 0.7
Fair 0.86
Ideal 0.7
Very Good 0.71
Very Good 0.78
Good 0.7
Good 0.7
Fair 0.96
Very Good 0.73
Premium 0.8
Very Good 0.75
Premium 0.75
Ideal 0.74
Premium 0.75
Ideal 0.8
Ideal 0.75
Premium 0.8
Ideal 0.74
Ideal 0.81
Ideal 0.59
Ideal 0.8
Ideal 0.74
Premium 0.9
Very Good 0.74
Ideal 0.73
Ideal 0.73
Premium 0.8
Ideal 0.71
Ideal 0.7
Ideal 0.8
Ideal 0.71
Ideal 0.74
Very Good 0.7
Fair 0.7
Fair 0.7
Premium 0.7
Premium 0.91
Very Good 0.61
Fair 0.91
Fair 0.91
Ideal 0.77
Very Good 0.71
Ideal 0.71
Very Good 0.7
Very Good 0.77
Premium 0.63
Very Good 0.71
Premium 0.71
Ideal 0.76
Ideal 0.64
Premium 0.71
Premium 0.71
Very Good 0.7
Very Good 0.7
Ideal 0.71
Good 0.7
Very Good 0.71
Very Good 0.73
Very Good 0.7
Ideal 0.7
Premium 0.71
Ideal 0.74
Premium 0.71
Premium 0.73
Very Good 0.76
Ideal 0.76
Ideal 0.71
Premium 0.73
Premium 0.73
Ideal 0.73
Premium 0.73
Very Good 0.72
Very Good 0.73
Ideal 0.71
Ideal 0.79
Very Good 0.73
Very Good 0.8
Ideal 0.58
Ideal 0.58
Good 0.71
Ideal 0.75
Premium 0.7
Very Good 1.17
Ideal 0.6
Ideal 0.7
Good 0.83
Very Good 0.74
Very Good 0.72
Premium 0.71
Ideal 0.71
Ideal 0.54
Ideal 0.54
Ideal 0.72
Ideal 0.72
Good 0.72
Ideal 0.71
Very Good 0.7
Premium 0.71
Very Good 0.71
Good 0.71
Good 0.71
Ideal 0.7
Premium 0.7
Premium 0.7
Premium 0.7
Premium 0.7
Premium 0.7
Premium 0.7
Ideal 0.7
Premium 0.72
Very Good 0.7
Premium 0.7
Premium 0.7
Good 0.7
Fair 0.98
Premium 0.78
Very Good 0.7
Ideal 0.52
Very Good 0.73
Ideal 0.74
Very Good 0.7
Premium 0.77
Ideal 0.71
Ideal 0.74
Ideal 0.7
Premium 1.01
Ideal 0.77
Ideal 0.78
Very Good 0.72
Very Good 0.53
Ideal 0.76
Good 0.7
Premium 0.7
Very Good 0.75
Ideal 0.72
Premium 0.72
Premium 0.7
Fair 0.84
Premium 0.75
Ideal 0.52
Very Good 0.72
Very Good 0.79
Very Good 0.72
Ideal 0.51
Ideal 0.64
Very Good 0.7
Very Good 0.83
Ideal 0.76
Good 0.71
Good 0.77
Ideal 0.71
Fair 1.01
Premium 1.01
Good 0.77
Good 0.76
Premium 0.76
Premium 0.76
Very Good 1.05
Ideal 0.81
Ideal 0.7
Ideal 0.55
Good 0.81
Premium 0.63
Premium 0.63
Premium 0.77
Fair 1.05
Ideal 0.64
Premium 0.76
Ideal 0.83
Premium 0.71
Premium 0.71
Very Good 0.87
Ideal 0.73
Premium 0.71
Premium 0.71
Ideal 0.71
Premium 0.7
Premium 0.7
Premium 0.76
Ideal 0.7
Very Good 0.79
Very Good 0.7
Good 0.7
Ideal 0.76
Ideal 0.73
Very Good 0.79
Very Good 0.71
Premium 0.81
Ideal 0.81
Good 0.72
Premium 0.72
Premium 0.72
Premium 0.81
Premium 0.72
Premium 1.0
Good 0.73
Very Good 0.81
Very Good 0.81
Premium 0.71
Premium 0.71
Premium 0.71
Ideal 0.57
Ideal 0.51
Ideal 0.72
Ideal 0.74
Ideal 0.74
Fair 0.7
Premium 0.8
Fair 1.01
Very Good 0.8
Ideal 0.77
Very Good 0.83
Ideal 0.82
Ideal 0.78
Very Good 0.6
Good 0.9
Premium 0.7
Very Good 0.9
Ideal 0.83
Ideal 0.83
Very Good 0.83
Premium 0.74
Ideal 0.79
Ideal 0.61
Fair 0.76
Ideal 0.96
Ideal 0.73
Premium 0.73
Ideal 0.75
Premium 0.71
Good 0.71
Good 0.71
Premium 0.71
Premium 1.04
Premium 1.0
Very Good 0.87
Ideal 0.53
Premium 0.72
Premium 0.72
Very Good 0.7
Very Good 0.74
Ideal 0.71
Ideal 0.73
Good 0.7
Premium 0.71
Premium 0.71
Premium 0.71
Premium 0.77
Premium 0.71
Premium 0.78
Very Good 0.71
Ideal 0.91
Very Good 0.71
Very Good 0.71
Very Good 0.8
Very Good 0.7
Ideal 0.72
Very Good 0.72
Ideal 0.82
Ideal 0.7
Ideal 0.72
Ideal 0.72
Fair 0.9
Premium 0.74
Premium 0.74
Ideal 0.73
Fair 0.57
Premium 0.73
Ideal 0.72
Fair 0.74
Good 0.82
Very Good 0.81
Very Good 0.75
Ideal 0.7
Very Good 0.71
Very Good 0.71
Premium 0.93
Very Good 0.8
Very Good 0.7
Fair 1.0
Very Good 0.75
Ideal 0.58
Very Good 0.73
Very Good 0.81
Premium 0.81
Premium 0.71
Fair 1.2
Very Good 0.7
Very Good 0.7
Ideal 0.74
Good 0.7
Good 0.8
Very Good 0.75
Very Good 0.83
Fair 1.0
Fair 0.99
Very Good 0.7
Very Good 0.7
Good 0.7
Very Good 0.7
Premium 0.32
Premium 0.32
Ideal 0.32
Premium 0.32
Very Good 0.32
Ideal 0.32
Premium 0.3
Premium 0.3
Premium 0.3
Very Good 0.3
Good 0.3
Ideal 0.3
Very Good 0.3
Good 0.32
Ideal 0.33
Very Good 0.29
Very Good 0.29
Very Good 0.31
Ideal 0.34
Ideal 0.34
Ideal 0.34
Ideal 0.34
Ideal 0.3
Ideal 0.29
Ideal 0.35
Very Good 0.43
Very Good 0.32
Ideal 0.36
Ideal 0.3
Ideal 0.26
Very Good 0.7
Very Good 0.7
Ideal 0.71
Fair 0.99
Premium 0.73
Ideal 0.51
Premium 0.91
Very Good 0.84
Good 0.91
Premium 0.76
Ideal 0.76
Premium 0.75
Very Good 0.55
Very Good 0.76
Premium 0.74
Ideal 0.7
Ideal 0.7
Ideal 0.7
Ideal 0.7
Fair 0.9
Fair 0.95
Premium 0.89
Premium 0.72
Fair 0.96
Premium 1.02
Very Good 0.78
Ideal 0.61
Good 0.71
Premium 0.78
Ideal 0.87
Ideal 0.83
Premium 0.71
Ideal 0.71
Ideal 0.71
Premium 0.71
Ideal 0.63
Premium 0.71
Premium 0.71
Ideal 0.71
Premium 0.71
Ideal 0.9
Good 0.71
Premium 0.7
Premium 0.7
Premium 0.7
Premium 1.0
Premium 0.86
Ideal 0.8
Ideal 0.7
Premium 0.7
Premium 0.7
Premium 0.7
Fair 1.0
Very Good 0.72
Ideal 0.72
Good 0.7
Good 0.86
Ideal 0.71
Ideal 0.75
Premium 0.73
Ideal 0.53
Premium 0.73
Good 0.73
Premium 0.73
Premium 0.73
Premium 0.73
Very Good 0.73
Premium 0.7
Premium 0.72
Premium 0.72
Premium 0.72
Premium 0.7
Ideal 0.6
Ideal 0.74
Ideal 0.73
Premium 0.71
Premium 0.71
Premium 0.7
Ideal 0.7
Good 0.9
Ideal 0.71
Premium 0.7
Premium 0.7
Ideal 0.7
Good 0.7
Ideal 0.7
Ideal 0.7
Premium 0.7
Premium 0.7
Ideal 0.7
Very Good 0.79
Good 0.9
Premium 0.71
Ideal 0.61
Fair 0.9
Ideal 0.71
Premium 0.71
Ideal 0.77
Good 0.74
Ideal 0.82
Premium 0.82
Premium 0.71
Premium 0.83
Very Good 0.73
Premium 0.83
Premium 1.17
Fair 0.91
Premium 0.73
Good 0.7
Premium 0.9
Premium 0.7
Very Good 0.7
Premium 0.7
Very Good 0.9
Premium 0.78
Ideal 0.96
Very Good 0.7
Good 0.72
Premium 0.79
Ideal 0.7
Ideal 0.7
Ideal 0.7
Premium 1.01
Premium 0.72
Good 0.8
Ideal 0.59
Ideal 0.72
Premium 0.75
Premium 0.8
Very Good 0.71
Very Good 0.77
Ideal 0.97
Ideal 0.53
Ideal 0.53
Ideal 0.8
Premium 0.9
Very Good 0.76
Ideal 0.72
Ideal 0.75
Premium 0.72
Ideal 0.79
Very Good 0.72
Very Good 0.91
Premium 0.71
Premium 0.81
Ideal 0.82
Premium 0.71
Good 0.9
Very Good 0.8
Very Good 0.56
Very Good 0.7
Ideal 0.7
Ideal 0.61
Ideal 0.85
Ideal 0.7
Ideal 0.8
Ideal 0.8
Very Good 0.51
Ideal 0.53
Ideal 0.78
Very Good 0.9
Fair 0.9
Ideal 0.77
Ideal 0.73
Ideal 0.63
Ideal 0.7
Ideal 0.72
Ideal 0.72
Premium 0.75
Very Good 0.82
Good 0.71
Premium 0.7
Ideal 0.7
Ideal 0.71
Very Good 0.76
Fair 0.82
Premium 0.72
Premium 0.7
Premium 0.7
Premium 0.7
Premium 0.7
Very Good 0.7
Premium 0.7
Premium 0.7
Premium 0.7
Very Good 0.74
Ideal 0.71
Ideal 0.7
Ideal 0.71
Premium 0.71
Premium 0.71
Premium 0.71
Ideal 0.7
Ideal 0.73
Ideal 0.7
Ideal 0.7
Premium 0.71
Premium 0.71
Premium 0.79
Premium 0.71
Very Good 0.77
Very Good 0.75
Ideal 0.7
Premium 0.71
Ideal 0.92
Premium 0.83
Premium 0.7
Premium 0.73
Very Good 0.71
Very Good 0.73
Ideal 0.82
Ideal 0.82
Very Good 0.82
Ideal 0.52
Premium 1.0
Fair 0.95
Ideal 0.73
Premium 0.73
Premium 0.73
Ideal 0.8
Premium 0.7
Very Good 0.7
Very Good 0.7
Very Good 0.71
Very Good 0.81
Very Good 0.71
Ideal 0.73
Very Good 0.73
Ideal 0.72
Ideal 0.81
Ideal 0.71
Very Good 0.73
Very Good 0.7
Ideal 1.01
Good 1.01
Ideal 0.79
Very Good 0.7
Very Good 0.7
Good 0.8
Premium 1.27
Ideal 0.79
Very Good 0.72
Ideal 0.73
Fair 1.01
Good 1.01
Ideal 0.73
Ideal 0.7
Good 0.7
Premium 0.77
Premium 0.77
Premium 0.77
Very Good 0.84
Ideal 0.72
Premium 0.76
Very Good 0.7
Ideal 0.54
Fair 0.75
Good 0.79
Very Good 0.74
Very Good 0.7
Ideal 0.7
Ideal 0.75
Very Good 1.2
Very Good 0.8
Ideal 0.66
Very Good 0.87
Premium 0.86
Ideal 0.74
Very Good 0.58
Ideal 0.78
Ideal 0.74
Ideal 0.73
Very Good 0.91
Premium 0.71
Good 0.71
Ideal 0.79
Premium 0.79
Premium 0.71
Premium 0.82
Very Good 0.78
Very Good 0.7
Premium 1.12
Premium 0.73
Fair 0.91
Fair 0.91
Good 0.91
Fair 0.91
Premium 0.7
Premium 0.68
Very Good 0.73
Good 1.03
Premium 0.74
Fair 0.98
Fair 1.02
Fair 1.0
Ideal 1.02
Ideal 0.6
Ideal 0.8
Ideal 0.97
Fair 1.0
Ideal 0.26
Ideal 0.26
Ideal 0.36
Good 0.34
Good 0.34
Good 0.34
Good 0.34
Very Good 0.34
Ideal 0.34
Good 0.32
Ideal 0.31
Ideal 0.31
Ideal 0.31
Ideal 0.31
Ideal 0.31
Ideal 0.31
Ideal 0.31
Ideal 0.31
Ideal 0.31
Premium 0.33
Premium 0.33
Premium 0.33
Ideal 0.33
Premium 0.33
Premium 0.33
Premium 0.33
Ideal 0.33
Ideal 0.33
Good 0.33
Premium 0.33
Fair 1.0
Premium 0.77
Premium 0.77
Good 0.7
Very Good 0.9
Ideal 0.72
Premium 0.9
Premium 0.72
Ideal 0.7
Very Good 0.81
Very Good 0.81
Premium 0.71
Premium 0.7
Premium 0.71
Very Good 0.71
Premium 0.92
Ideal 0.76
Ideal 0.73
Premium 0.71
Good 0.7
Fair 0.9
Fair 0.71
Ideal 0.7
Premium 0.7
Premium 0.77
Ideal 0.71
Premium 0.7
Fair 0.75
Premium 0.83
Very Good 0.71
Very Good 0.9
Ideal 0.6
Premium 0.71
Ideal 0.53
Premium 0.71
Ideal 0.62
Ideal 0.62
Premium 0.9
Fair 0.62
Premium 0.82
Premium 0.66
Very Good 0.7
Very Good 0.8
Very Good 0.8
Premium 0.79
Very Good 0.71
Ideal 0.7
Very Good 0.7
Premium 0.79
Premium 0.7
Premium 1.22
Fair 1.01
Premium 0.73
Good 0.91
Ideal 0.71
Premium 0.83
Premium 0.84
Premium 0.71
Premium 0.71
Premium 0.71
Ideal 0.71
Premium 0.71
Premium 0.71
Premium 0.91
Premium 0.9
Premium 0.71
Premium 0.71
Ideal 0.72
Premium 0.72
Ideal 0.71
Ideal 0.81
Very Good 0.83
Premium 0.73
Very Good 0.56
Very Good 0.56
Ideal 0.71
Ideal 0.7
Premium 0.96
Very Good 0.71
Ideal 0.7
Ideal 0.71
Premium 0.8
Premium 0.95
Ideal 0.82
Ideal 0.52
Ideal 0.82
Ideal 0.82
Premium 0.82
Ideal 0.8
Fair 0.96
Ideal 0.72
Ideal 0.62
Premium 0.79
Very Good 0.75
Premium 1.08
Ideal 0.72
Ideal 0.62
Ideal 0.73
Ideal 0.72
Premium 0.52
Ideal 0.83
Premium 0.64
Ideal 0.8
Ideal 0.74
Ideal 0.72
Ideal 0.82
Premium 0.73
Premium 1.04
Very Good 0.73
Good 0.73
Premium 0.9
Ideal 0.75
Ideal 0.79
Good 0.7
Very Good 0.75
Ideal 1.02
Very Good 0.7
Ideal 0.7
Good 0.7
Ideal 0.7
Ideal 0.7
Very Good 0.7
Very Good 0.72
Ideal 0.74
Good 0.84
Very Good 0.76
Very Good 0.77
Ideal 0.76
Ideal 1.0
Fair 1.0
Fair 0.9
Premium 0.9
Good 0.9
Fair 0.9
Fair 0.9
Premium 0.9
Premium 0.78
Premium 0.71
Premium 0.7
Premium 0.7
Premium 0.7
Ideal 0.7
Ideal 0.7
Ideal 0.7
Premium 0.7
Fair 1.0
Ideal 0.77
Fair 1.0
Fair 1.0
Fair 1.0
Premium 0.73
Premium 0.79
Very Good 0.72
Ideal 0.71
Ideal 0.74
Good 0.7
Good 0.7
Very Good 0.79
Very Good 0.79
Very Good 0.79
Ideal 0.71
Ideal 0.79
Very Good 0.73
Premium 0.63
Premium 0.7
Premium 0.71
Ideal 0.84
Ideal 0.84
Ideal 1.02
Fair 0.72
Ideal 0.72
Very Good 0.92
Very Good 0.74
Ideal 0.7
Very Good 0.71
Premium 1.05
Very Good 0.7
Ideal 0.54
Premium 0.73
Fair 0.88
Premium 0.73
Ideal 0.72
Good 0.9
Fair 0.9
Fair 1.03
Very Good 0.84
Premium 1.01
Ideal 0.77
Fair 0.8
Fair 0.9
Ideal 0.73
Ideal 0.72
Very Good 0.71
Premium 0.7
Ideal 0.79
Very Good 0.72
Very Good 0.7
Very Good 0.7
Good 0.9
Very Good 0.71
Ideal 0.5
Ideal 0.5
Ideal 0.74
Premium 0.77
Premium 0.77
Ideal 0.8
Ideal 0.8
Premium 0.8
Good 0.8
Ideal 0.66
Very Good 0.71
Ideal 0.71
Ideal 0.71
Ideal 0.71
Ideal 0.72
Good 0.71
Ideal 0.86
Fair 1.19
Very Good 0.71
Very Good 0.82
Ideal 0.71
Ideal 0.75
Very Good 0.7
Ideal 0.8
Good 0.82
Very Good 0.82
Premium 0.82
Very Good 0.81
Ideal 0.81
Ideal 0.76
Very Good 0.71
Very Good 0.7
Ideal 0.7
Very Good 0.74
Very Good 0.77
Very Good 0.77
Ideal 0.53
Ideal 0.79
Ideal 0.73
Ideal 0.77
Premium 0.77
Very Good 1.01
Ideal 1.01
Very Good 0.6
Premium 0.76
Ideal 0.54
Ideal 0.72
Good 0.72
Premium 0.74
Premium 1.12

Try scatter plot to see pairwise scatter plots of continuous features.

display(diamondsDF) //Ctrl+Enter
carat cut color clarity depth table price x y z
0.23 Ideal E SI2 61.5 55.0 326.0 3.95 3.98 2.43
0.21 Premium E SI1 59.8 61.0 326.0 3.89 3.84 2.31
0.23 Good E VS1 56.9 65.0 327.0 4.05 4.07 2.31
0.29 Premium I VS2 62.4 58.0 334.0 4.2 4.23 2.63
0.31 Good J SI2 63.3 58.0 335.0 4.34 4.35 2.75
0.24 Very Good J VVS2 62.8 57.0 336.0 3.94 3.96 2.48
0.24 Very Good I VVS1 62.3 57.0 336.0 3.95 3.98 2.47
0.26 Very Good H SI1 61.9 55.0 337.0 4.07 4.11 2.53
0.22 Fair E VS2 65.1 61.0 337.0 3.87 3.78 2.49
0.23 Very Good H VS1 59.4 61.0 338.0 4.0 4.05 2.39
0.3 Good J SI1 64.0 55.0 339.0 4.25 4.28 2.73
0.23 Ideal J VS1 62.8 56.0 340.0 3.93 3.9 2.46
0.22 Premium F SI1 60.4 61.0 342.0 3.88 3.84 2.33
0.31 Ideal J SI2 62.2 54.0 344.0 4.35 4.37 2.71
0.2 Premium E SI2 60.2 62.0 345.0 3.79 3.75 2.27
0.32 Premium E I1 60.9 58.0 345.0 4.38 4.42 2.68
0.3 Ideal I SI2 62.0 54.0 348.0 4.31 4.34 2.68
0.3 Good J SI1 63.4 54.0 351.0 4.23 4.29 2.7
0.3 Good J SI1 63.8 56.0 351.0 4.23 4.26 2.71
0.3 Very Good J SI1 62.7 59.0 351.0 4.21 4.27 2.66
0.3 Good I SI2 63.3 56.0 351.0 4.26 4.3 2.71
0.23 Very Good E VS2 63.8 55.0 352.0 3.85 3.92 2.48
0.23 Very Good H VS1 61.0 57.0 353.0 3.94 3.96 2.41
0.31 Very Good J SI1 59.4 62.0 353.0 4.39 4.43 2.62
0.31 Very Good J SI1 58.1 62.0 353.0 4.44 4.47 2.59
0.23 Very Good G VVS2 60.4 58.0 354.0 3.97 4.01 2.41
0.24 Premium I VS1 62.5 57.0 355.0 3.97 3.94 2.47
0.3 Very Good J VS2 62.2 57.0 357.0 4.28 4.3 2.67
0.23 Very Good D VS2 60.5 61.0 357.0 3.96 3.97 2.4
0.23 Very Good F VS1 60.9 57.0 357.0 3.96 3.99 2.42
0.23 Very Good F VS1 60.0 57.0 402.0 4.0 4.03 2.41
0.23 Very Good F VS1 59.8 57.0 402.0 4.04 4.06 2.42
0.23 Very Good E VS1 60.7 59.0 402.0 3.97 4.01 2.42
0.23 Very Good E VS1 59.5 58.0 402.0 4.01 4.06 2.4
0.23 Very Good D VS1 61.9 58.0 402.0 3.92 3.96 2.44
0.23 Good F VS1 58.2 59.0 402.0 4.06 4.08 2.37
0.23 Good E VS1 64.1 59.0 402.0 3.83 3.85 2.46
0.31 Good H SI1 64.0 54.0 402.0 4.29 4.31 2.75
0.26 Very Good D VS2 60.8 59.0 403.0 4.13 4.16 2.52
0.33 Ideal I SI2 61.8 55.0 403.0 4.49 4.51 2.78
0.33 Ideal I SI2 61.2 56.0 403.0 4.49 4.5 2.75
0.33 Ideal J SI1 61.1 56.0 403.0 4.49 4.55 2.76
0.26 Good D VS2 65.2 56.0 403.0 3.99 4.02 2.61
0.26 Good D VS1 58.4 63.0 403.0 4.19 4.24 2.46
0.32 Good H SI2 63.1 56.0 403.0 4.34 4.37 2.75
0.29 Premium F SI1 62.4 58.0 403.0 4.24 4.26 2.65
0.32 Very Good H SI2 61.8 55.0 403.0 4.35 4.42 2.71
0.32 Good H SI2 63.8 56.0 403.0 4.36 4.38 2.79
0.25 Very Good E VS2 63.3 60.0 404.0 4.0 4.03 2.54
0.29 Very Good H SI2 60.7 60.0 404.0 4.33 4.37 2.64
0.24 Very Good F SI1 60.9 61.0 404.0 4.02 4.03 2.45
0.23 Ideal G VS1 61.9 54.0 404.0 3.93 3.95 2.44
0.32 Ideal I SI1 60.9 55.0 404.0 4.45 4.48 2.72
0.22 Premium E VS2 61.6 58.0 404.0 3.93 3.89 2.41
0.22 Premium D VS2 59.3 62.0 404.0 3.91 3.88 2.31
0.3 Ideal I SI2 61.0 59.0 405.0 4.3 4.33 2.63
0.3 Premium J SI2 59.3 61.0 405.0 4.43 4.38 2.61
0.3 Very Good I SI1 62.6 57.0 405.0 4.25 4.28 2.67
0.3 Very Good I SI1 63.0 57.0 405.0 4.28 4.32 2.71
0.3 Good I SI1 63.2 55.0 405.0 4.25 4.29 2.7
0.35 Ideal I VS1 60.9 57.0 552.0 4.54 4.59 2.78
0.3 Premium D SI1 62.6 59.0 552.0 4.23 4.27 2.66
0.3 Ideal D SI1 62.5 57.0 552.0 4.29 4.32 2.69
0.3 Ideal D SI1 62.1 56.0 552.0 4.3 4.33 2.68
0.42 Premium I SI2 61.5 59.0 552.0 4.78 4.84 2.96
0.28 Ideal G VVS2 61.4 56.0 553.0 4.19 4.22 2.58
0.32 Ideal I VVS1 62.0 55.3 553.0 4.39 4.42 2.73
0.31 Very Good G SI1 63.3 57.0 553.0 4.33 4.3 2.73
0.31 Premium G SI1 61.8 58.0 553.0 4.35 4.32 2.68
0.24 Premium E VVS1 60.7 58.0 553.0 4.01 4.03 2.44
0.24 Very Good D VVS1 61.5 60.0 553.0 3.97 4.0 2.45
0.3 Very Good H SI1 63.1 56.0 554.0 4.29 4.27 2.7
0.3 Premium H SI1 62.9 59.0 554.0 4.28 4.24 2.68
0.3 Premium H SI1 62.5 57.0 554.0 4.29 4.25 2.67
0.3 Good H SI1 63.7 57.0 554.0 4.28 4.26 2.72
0.26 Very Good F VVS2 59.2 60.0 554.0 4.19 4.22 2.49
0.26 Very Good E VVS2 59.9 58.0 554.0 4.15 4.23 2.51
0.26 Very Good D VVS2 62.4 54.0 554.0 4.08 4.13 2.56
0.26 Very Good D VVS2 62.8 60.0 554.0 4.01 4.05 2.53
0.26 Very Good E VVS1 62.6 59.0 554.0 4.06 4.09 2.55
0.26 Very Good E VVS1 63.4 59.0 554.0 4.0 4.04 2.55
0.26 Very Good D VVS1 62.1 60.0 554.0 4.03 4.12 2.53
0.26 Ideal E VVS2 62.9 58.0 554.0 4.02 4.06 2.54
0.38 Ideal I SI2 61.6 56.0 554.0 4.65 4.67 2.87
0.26 Good E VVS1 57.9 60.0 554.0 4.22 4.25 2.45
0.24 Premium G VVS1 62.3 59.0 554.0 3.95 3.92 2.45
0.24 Premium H VVS1 61.2 58.0 554.0 4.01 3.96 2.44
0.24 Premium H VVS1 60.8 59.0 554.0 4.02 4.0 2.44
0.24 Premium H VVS2 60.7 58.0 554.0 4.07 4.04 2.46
0.32 Premium I SI1 62.9 58.0 554.0 4.35 4.33 2.73
0.7 Ideal E SI1 62.5 57.0 2757.0 5.7 5.72 3.57
0.86 Fair E SI2 55.1 69.0 2757.0 6.45 6.33 3.52
0.7 Ideal G VS2 61.6 56.0 2757.0 5.7 5.67 3.5
0.71 Very Good E VS2 62.4 57.0 2759.0 5.68 5.73 3.56
0.78 Very Good G SI2 63.8 56.0 2759.0 5.81 5.85 3.72
0.7 Good E VS2 57.5 58.0 2759.0 5.85 5.9 3.38
0.7 Good F VS1 59.4 62.0 2759.0 5.71 5.76 3.4
0.96 Fair F SI2 66.3 62.0 2759.0 6.27 5.95 4.07
0.73 Very Good E SI1 61.6 59.0 2760.0 5.77 5.78 3.56
0.8 Premium H SI1 61.5 58.0 2760.0 5.97 5.93 3.66
0.75 Very Good D SI1 63.2 56.0 2760.0 5.8 5.75 3.65
0.75 Premium E SI1 59.9 54.0 2760.0 6.0 5.96 3.58
0.74 Ideal G SI1 61.6 55.0 2760.0 5.8 5.85 3.59
0.75 Premium G VS2 61.7 58.0 2760.0 5.85 5.79 3.59
0.8 Ideal I VS1 62.9 56.0 2760.0 5.94 5.87 3.72
0.75 Ideal G SI1 62.2 55.0 2760.0 5.87 5.8 3.63
0.8 Premium G SI1 63.0 59.0 2760.0 5.9 5.81 3.69
0.74 Ideal I VVS2 62.3 55.0 2761.0 5.77 5.81 3.61
0.81 Ideal F SI2 58.8 57.0 2761.0 6.14 6.11 3.6
0.59 Ideal E VVS2 62.0 55.0 2761.0 5.38 5.43 3.35
0.8 Ideal F SI2 61.4 57.0 2761.0 5.96 6.0 3.67
0.74 Ideal E SI2 62.2 56.0 2761.0 5.8 5.84 3.62
0.9 Premium I VS2 63.0 58.0 2761.0 6.16 6.12 3.87
0.74 Very Good G SI1 62.2 59.0 2762.0 5.73 5.82 3.59
0.73 Ideal F VS2 62.6 56.0 2762.0 5.77 5.74 3.6
0.73 Ideal F VS2 62.7 53.0 2762.0 5.8 5.75 3.62
0.8 Premium F SI2 61.7 58.0 2762.0 5.98 5.94 3.68
0.71 Ideal G VS2 62.4 54.0 2762.0 5.72 5.76 3.58
0.7 Ideal E VS2 60.7 58.0 2762.0 5.73 5.76 3.49
0.8 Ideal F SI2 59.9 59.0 2762.0 6.01 6.07 3.62
0.71 Ideal D SI2 62.3 56.0 2762.0 5.73 5.69 3.56
0.74 Ideal E SI1 62.3 54.0 2762.0 5.8 5.83 3.62
0.7 Very Good F VS2 61.7 63.0 2762.0 5.64 5.61 3.47
0.7 Fair F VS2 64.5 57.0 2762.0 5.57 5.53 3.58
0.7 Fair F VS2 65.3 55.0 2762.0 5.63 5.58 3.66
0.7 Premium F VS2 61.6 60.0 2762.0 5.65 5.59 3.46
0.91 Premium H SI1 61.4 56.0 2763.0 6.09 5.97 3.7
0.61 Very Good D VVS2 59.6 57.0 2763.0 5.56 5.58 3.32
0.91 Fair H SI2 64.4 57.0 2763.0 6.11 6.09 3.93
0.91 Fair H SI2 65.7 60.0 2763.0 6.03 5.99 3.95
0.77 Ideal H VS2 62.0 56.0 2763.0 5.89 5.86 3.64
0.71 Very Good D SI1 63.6 58.0 2764.0 5.64 5.68 3.6
0.71 Ideal D SI1 61.9 59.0 2764.0 5.69 5.72 3.53
0.7 Very Good E VS2 62.6 60.0 2765.0 5.62 5.65 3.53
0.77 Very Good H VS1 61.3 60.0 2765.0 5.88 5.9 3.61
0.63 Premium E VVS1 60.9 60.0 2765.0 5.52 5.55 3.37
0.71 Very Good F VS1 60.1 62.0 2765.0 5.74 5.77 3.46
0.71 Premium F VS1 61.8 59.0 2765.0 5.69 5.73 3.53
0.76 Ideal H SI1 61.2 57.0 2765.0 5.88 5.91 3.61
0.64 Ideal G VVS1 61.9 56.0 2766.0 5.53 5.56 3.43
0.71 Premium G VS2 60.9 57.0 2766.0 5.78 5.75 3.51
0.71 Premium G VS2 59.8 56.0 2766.0 5.89 5.81 3.5
0.7 Very Good D VS2 61.8 55.0 2767.0 5.68 5.72 3.52
0.7 Very Good F VS1 60.0 57.0 2767.0 5.8 5.87 3.5
0.71 Ideal D SI2 61.6 55.0 2767.0 5.74 5.76 3.54
0.7 Good H VVS2 62.1 64.0 2767.0 5.62 5.65 3.5
0.71 Very Good G VS1 63.3 59.0 2768.0 5.52 5.61 3.52
0.73 Very Good D SI1 60.2 56.0 2768.0 5.83 5.87 3.52
0.7 Very Good D SI1 61.1 58.0 2768.0 5.66 5.73 3.48
0.7 Ideal E SI1 60.9 57.0 2768.0 5.73 5.76 3.5
0.71 Premium D SI2 61.7 59.0 2768.0 5.71 5.67 3.51
0.74 Ideal I SI1 61.3 56.0 2769.0 5.82 5.86 3.57
0.71 Premium D VS2 62.5 60.0 2770.0 5.65 5.61 3.52
0.73 Premium G VS2 61.4 59.0 2770.0 5.83 5.76 3.56
0.76 Very Good F SI1 62.9 57.0 2770.0 5.79 5.81 3.65
0.76 Ideal D SI2 62.4 57.0 2770.0 5.78 5.83 3.62
0.71 Ideal F SI1 60.7 56.0 2770.0 5.77 5.8 3.51
0.73 Premium G VS2 60.7 58.0 2770.0 5.87 5.82 3.55
0.73 Premium G VS1 61.5 58.0 2770.0 5.79 5.75 3.55
0.73 Ideal D SI2 59.9 57.0 2770.0 5.92 5.89 3.54
0.73 Premium G VS2 59.2 59.0 2770.0 5.92 5.87 3.49
0.72 Very Good H VVS2 60.3 56.0 2771.0 5.81 5.83 3.51
0.73 Very Good F SI1 61.7 60.0 2771.0 5.79 5.82 3.58
0.71 Ideal G VS2 61.9 57.0 2771.0 5.73 5.77 3.56
0.79 Ideal F SI2 61.9 55.0 2771.0 5.97 5.92 3.68
0.73 Very Good H VVS1 60.4 59.0 2772.0 5.83 5.89 3.54
0.8 Very Good F SI2 61.0 57.0 2772.0 6.01 6.03 3.67
0.58 Ideal G VVS1 61.5 55.0 2772.0 5.39 5.44 3.33
0.58 Ideal F VVS1 61.7 56.0 2772.0 5.33 5.37 3.3
0.71 Good E VS2 59.2 61.0 2772.0 5.8 5.88 3.46
0.75 Ideal D SI2 61.3 56.0 2773.0 5.85 5.89 3.6
0.7 Premium D VS2 58.0 62.0 2773.0 5.87 5.78 3.38
1.17 Very Good J I1 60.2 61.0 2774.0 6.83 6.9 4.13
0.6 Ideal E VS1 61.7 55.0 2774.0 5.41 5.44 3.35
0.7 Ideal E SI1 62.7 55.0 2774.0 5.68 5.74 3.58
0.83 Good I VS2 64.6 54.0 2774.0 5.85 5.88 3.79
0.74 Very Good F VS2 61.3 61.0 2775.0 5.8 5.84 3.57
0.72 Very Good G VS2 63.7 56.4 2776.0 5.62 5.69 3.61
0.71 Premium E VS2 62.7 58.0 2776.0 5.74 5.68 3.58
0.71 Ideal E VS2 62.2 57.0 2776.0 5.79 5.62 3.55
0.54 Ideal E VVS2 61.6 56.0 2776.0 5.25 5.27 3.24
0.54 Ideal E VVS2 61.5 57.0 2776.0 5.24 5.26 3.23
0.72 Ideal G SI1 61.8 56.0 2776.0 5.72 5.75 3.55
0.72 Ideal G SI1 60.7 56.0 2776.0 5.79 5.82 3.53
0.72 Good G VS2 59.7 60.5 2776.0 5.8 5.84 3.47
0.71 Ideal G SI1 60.5 56.0 2776.0 5.8 5.76 3.5
0.7 Very Good D VS1 62.7 58.0 2777.0 5.66 5.73 3.57
0.71 Premium F VS2 62.1 58.0 2777.0 5.67 5.7 3.53
0.71 Very Good F VS2 62.8 57.0 2777.0 5.64 5.69 3.56
0.71 Good F VS2 63.8 58.0 2777.0 5.61 5.64 3.59
0.71 Good F VS2 57.8 60.0 2777.0 5.87 5.9 3.4
0.7 Ideal E VS2 62.1 55.0 2777.0 5.7 5.67 3.53
0.7 Premium E VS2 61.1 60.0 2777.0 5.71 5.64 3.47
0.7 Premium E SI1 60.0 59.0 2777.0 5.79 5.75 3.46
0.7 Premium E SI1 61.2 57.0 2777.0 5.73 5.68 3.49
0.7 Premium E SI1 62.7 59.0 2777.0 5.67 5.63 3.54
0.7 Premium E SI1 61.0 57.0 2777.0 5.73 5.68 3.48
0.7 Premium E SI1 61.0 58.0 2777.0 5.78 5.72 3.51
0.7 Ideal E SI1 61.4 57.0 2777.0 5.76 5.7 3.52
0.72 Premium F SI1 61.8 61.0 2777.0 5.82 5.71 3.56
0.7 Very Good E SI1 59.9 63.0 2777.0 5.76 5.7 3.43
0.7 Premium E SI1 61.3 58.0 2777.0 5.71 5.68 3.49
0.7 Premium E SI1 60.5 58.0 2777.0 5.77 5.74 3.48
0.7 Good E VS2 64.1 59.0 2777.0 5.64 5.59 3.6
0.98 Fair H SI2 67.9 60.0 2777.0 6.05 5.97 4.08
0.78 Premium F SI1 62.4 58.0 2777.0 5.83 5.8 3.63
0.7 Very Good E SI1 63.2 60.0 2777.0 5.6 5.51 3.51
0.52 Ideal F VVS1 61.3 55.0 2778.0 5.19 5.22 3.19
0.73 Very Good H VS2 60.8 56.0 2779.0 5.82 5.84 3.55
0.74 Ideal E SI1 61.7 56.0 2779.0 5.84 5.8 3.59
0.7 Very Good F VS2 63.6 57.0 2780.0 5.61 5.65 3.58
0.77 Premium G VS2 61.2 58.0 2780.0 5.9 5.93 3.62
0.71 Ideal F VS2 62.1 54.0 2780.0 5.68 5.72 3.54
0.74 Ideal G VS1 61.5 55.0 2780.0 5.81 5.86 3.59
0.7 Ideal G VS1 61.4 59.0 2780.0 5.64 5.73 3.49
1.01 Premium F I1 61.8 60.0 2781.0 6.39 6.36 3.94
0.77 Ideal H SI1 62.2 56.0 2781.0 5.83 5.88 3.64
0.78 Ideal H SI1 61.2 56.0 2781.0 5.92 5.99 3.64
0.72 Very Good H VS1 60.6 63.0 2782.0 5.83 5.76 3.51
0.53 Very Good D VVS2 57.5 64.0 2782.0 5.34 5.37 3.08
0.76 Ideal G VS2 61.3 56.0 2782.0 5.9 5.94 3.63
0.7 Good E VS1 57.2 62.0 2782.0 5.81 5.77 3.31
0.7 Premium E VS1 62.9 60.0 2782.0 5.62 5.54 3.51
0.75 Very Good D SI2 63.1 58.0 2782.0 5.78 5.73 3.63
0.72 Ideal D SI1 60.8 57.0 2782.0 5.76 5.75 3.5
0.72 Premium D SI1 62.7 59.0 2782.0 5.73 5.69 3.58
0.7 Premium D SI1 62.8 60.0 2782.0 5.68 5.66 3.56
0.84 Fair G SI1 55.1 67.0 2782.0 6.39 6.2 3.47
0.75 Premium F SI1 61.4 59.0 2782.0 5.88 5.85 3.6
0.52 Ideal F IF 62.2 55.0 2783.0 5.14 5.18 3.21
0.72 Very Good F VS2 63.0 54.0 2784.0 5.69 5.73 3.6
0.79 Very Good H VS1 63.7 56.0 2784.0 5.85 5.92 3.75
0.72 Very Good F VS2 63.6 58.0 2787.0 5.66 5.69 3.61
0.51 Ideal F VVS1 62.0 57.0 2787.0 5.11 5.15 3.18
0.64 Ideal D VS1 61.5 56.0 2787.0 5.54 5.55 3.41
0.7 Very Good H VVS1 60.5 60.0 2788.0 5.74 5.77 3.48
0.83 Very Good I VS1 61.1 60.0 2788.0 6.07 6.1 3.72
0.76 Ideal I VVS2 61.8 56.0 2788.0 5.85 5.87 3.62
0.71 Good D VS2 63.3 56.0 2788.0 5.64 5.68 3.58
0.77 Good G VS1 59.4 64.0 2788.0 5.97 5.92 3.53
0.71 Ideal F SI1 62.5 55.0 2788.0 5.71 5.65 3.55
1.01 Fair E I1 64.5 58.0 2788.0 6.29 6.21 4.03
1.01 Premium H SI2 62.7 59.0 2788.0 6.31 6.22 3.93
0.77 Good F SI1 64.2 52.0 2789.0 5.81 5.77 3.72
0.76 Good E SI1 63.7 54.0 2789.0 5.76 5.85 3.7
0.76 Premium E SI1 60.4 58.0 2789.0 5.92 5.94 3.58
0.76 Premium E SI1 61.8 58.0 2789.0 5.82 5.86 3.61
1.05 Very Good J SI2 63.2 56.0 2789.0 6.49 6.45 4.09
0.81 Ideal G SI2 61.6 56.0 2789.0 5.97 6.01 3.69
0.7 Ideal E SI1 61.6 56.0 2789.0 5.72 5.75 3.53
0.55 Ideal G IF 60.9 57.0 2789.0 5.28 5.3 3.22
0.81 Good G SI2 61.0 61.0 2789.0 5.94 5.99 3.64
0.63 Premium E VVS2 62.1 57.0 2789.0 5.48 5.41 3.38
0.63 Premium E VVS1 60.9 60.0 2789.0 5.55 5.52 3.37
0.77 Premium H VS1 61.3 60.0 2789.0 5.9 5.88 3.61
1.05 Fair J SI2 65.8 59.0 2789.0 6.41 6.27 4.18
0.64 Ideal G IF 61.3 56.0 2790.0 5.54 5.58 3.41
0.76 Premium I VVS1 58.8 59.0 2790.0 6.0 5.94 3.51
0.83 Ideal F SI2 62.3 55.0 2790.0 6.02 6.05 3.76
0.71 Premium F VS1 60.1 62.0 2790.0 5.77 5.74 3.46
0.71 Premium F VS1 61.8 59.0 2790.0 5.73 5.69 3.53
0.87 Very Good I SI1 63.6 55.8 2791.0 6.07 6.1 3.87
0.73 Ideal E SI1 62.2 56.0 2791.0 5.74 5.78 3.58
0.71 Premium E SI1 59.2 59.0 2792.0 5.83 5.86 3.46
0.71 Premium E SI1 61.8 59.0 2792.0 5.7 5.75 3.54
0.71 Ideal E SI1 61.3 55.0 2792.0 5.72 5.77 3.52
0.7 Premium F VS1 62.1 60.0 2792.0 5.71 5.65 3.53
0.7 Premium F VS1 60.7 60.0 2792.0 5.78 5.75 3.5
0.76 Premium H VVS2 59.6 57.0 2792.0 5.91 5.86 3.51
0.7 Ideal F VS1 62.2 56.0 2792.0 5.73 5.68 3.55
0.79 Very Good G SI1 60.6 57.0 2793.0 5.98 6.06 3.65
0.7 Very Good E VS2 62.9 57.0 2793.0 5.66 5.69 3.57
0.7 Good E VS2 64.1 55.0 2793.0 5.6 5.66 3.61
0.76 Ideal I VS2 61.3 56.0 2793.0 5.87 5.91 3.61
0.73 Ideal H VS2 62.7 55.0 2793.0 5.72 5.76 3.6
0.79 Very Good E SI1 63.2 56.0 2794.0 5.91 5.86 3.72
0.71 Very Good E VS2 60.7 56.0 2795.0 5.81 5.82 3.53
0.81 Premium I VVS2 61.9 60.0 2795.0 5.91 5.86 3.64
0.81 Ideal F SI2 62.6 55.0 2795.0 5.92 5.96 3.72
0.72 Good F VS1 60.7 60.0 2795.0 5.74 5.72 3.48
0.72 Premium D SI2 62.0 60.0 2795.0 5.73 5.69 3.54
0.72 Premium I IF 63.0 57.0 2795.0 5.72 5.7 3.6
0.81 Premium H VS2 58.0 59.0 2795.0 6.17 6.13 3.57
0.72 Premium G VS2 62.9 57.0 2795.0 5.73 5.65 3.58
1.0 Premium I SI2 58.2 60.0 2795.0 6.61 6.55 3.83
0.73 Good E SI1 63.2 58.0 2796.0 5.7 5.76 3.62
0.81 Very Good H SI2 61.3 59.0 2797.0 5.94 6.01 3.66
0.81 Very Good E SI1 60.3 60.0 2797.0 6.07 6.1 3.67
0.71 Premium D SI1 62.7 60.0 2797.0 5.67 5.71 3.57
0.71 Premium D SI1 61.3 58.0 2797.0 5.73 5.75 3.52
0.71 Premium D SI1 61.6 60.0 2797.0 5.74 5.69 3.52
0.57 Ideal F VVS2 61.9 55.0 2797.0 5.34 5.35 3.31
0.51 Ideal D VVS1 61.7 56.0 2797.0 5.12 5.16 3.17
0.72 Ideal G VS2 61.9 58.0 2797.0 5.72 5.75 3.55
0.74 Ideal H VS1 61.8 58.0 2797.0 5.77 5.81 3.58
0.74 Ideal H VS1 61.6 56.0 2797.0 5.81 5.82 3.58
0.7 Fair G VVS1 58.8 66.0 2797.0 5.81 5.9 3.44
0.8 Premium F SI2 61.0 57.0 2797.0 6.03 6.01 3.67
1.01 Fair E SI2 67.4 60.0 2797.0 6.19 6.05 4.13
0.8 Very Good H VS2 63.4 60.0 2797.0 5.92 5.82 3.72
0.77 Ideal I VS1 61.5 59.0 2798.0 5.87 5.91 3.62
0.83 Very Good E SI2 58.0 62.0 2799.0 6.19 6.25 3.61
0.82 Ideal F SI2 62.4 54.0 2799.0 5.97 6.02 3.74
0.78 Ideal D SI1 61.9 57.0 2799.0 5.91 5.86 3.64
0.6 Very Good G IF 61.6 56.0 2800.0 5.43 5.46 3.35
0.9 Good I SI2 62.2 59.0 2800.0 6.07 6.11 3.79
0.7 Premium E VS1 62.2 58.0 2800.0 5.6 5.66 3.5
0.9 Very Good I SI2 61.3 56.0 2800.0 6.17 6.23 3.8
0.83 Ideal G SI1 62.3 57.0 2800.0 5.99 6.08 3.76
0.83 Ideal G SI1 61.8 57.0 2800.0 6.03 6.07 3.74
0.83 Very Good H SI1 62.5 59.0 2800.0 5.95 6.02 3.74
0.74 Premium G VS1 62.9 60.0 2800.0 5.74 5.68 3.59
0.79 Ideal I VS1 61.8 59.0 2800.0 5.92 5.95 3.67
0.61 Ideal G IF 62.3 56.0 2800.0 5.43 5.45 3.39
0.76 Fair G VS1 59.0 70.0 2800.0 5.89 5.8 3.46
0.96 Ideal F I1 60.7 55.0 2801.0 6.37 6.41 3.88
0.73 Ideal F VS2 62.5 55.0 2801.0 5.8 5.76 3.61
0.73 Premium F VS2 62.7 58.0 2801.0 5.76 5.7 3.59
0.75 Ideal H SI1 60.4 57.0 2801.0 5.93 5.96 3.59
0.71 Premium F VS2 62.1 58.0 2801.0 5.7 5.67 3.53
0.71 Good F VS2 57.8 60.0 2801.0 5.9 5.87 3.4
0.71 Good F VS2 63.8 58.0 2801.0 5.64 5.61 3.59
0.71 Premium F VS2 62.8 57.0 2801.0 5.69 5.64 3.56
1.04 Premium G I1 62.2 58.0 2801.0 6.46 6.41 4.0
1.0 Premium J SI2 62.3 58.0 2801.0 6.45 6.34 3.98
0.87 Very Good G SI2 59.9 58.0 2802.0 6.19 6.23 3.72
0.53 Ideal F IF 61.9 54.0 2802.0 5.22 5.25 3.24
0.72 Premium E VS2 63.0 55.0 2802.0 5.79 5.61 3.59
0.72 Premium F VS1 62.4 58.0 2802.0 5.83 5.7 3.6
0.7 Very Good F VS2 62.9 58.0 2803.0 5.63 5.65 3.55
0.74 Very Good E SI1 63.5 56.0 2803.0 5.74 5.79 3.66
0.71 Ideal G VS2 61.3 56.0 2803.0 5.75 5.71 3.51
0.73 Ideal E SI1 60.6 54.0 2803.0 5.84 5.89 3.55
0.7 Good G VS1 65.1 58.0 2803.0 5.56 5.59 3.63
0.71 Premium F VS2 62.6 58.0 2803.0 5.7 5.67 3.56
0.71 Premium F VS2 58.0 62.0 2803.0 5.85 5.81 3.38
0.71 Premium G VS1 62.4 61.0 2803.0 5.7 5.65 3.54
0.77 Premium G VS2 61.3 57.0 2803.0 5.93 5.88 3.62
0.71 Premium G VS2 59.9 60.0 2803.0 5.81 5.77 3.47
0.78 Premium G VS2 60.8 58.0 2803.0 6.03 5.95 3.64
0.71 Very Good G VS1 63.5 55.0 2803.0 5.66 5.64 3.59
0.91 Ideal D SI2 62.2 57.0 2803.0 6.21 6.15 3.85
0.71 Very Good E VS2 63.8 58.0 2804.0 5.62 5.66 3.6
0.71 Very Good E VS2 64.0 57.0 2804.0 5.66 5.68 3.63
0.8 Very Good E SI2 62.5 56.0 2804.0 5.88 5.96 3.7
0.7 Very Good D SI1 62.3 58.0 2804.0 5.69 5.73 3.56
0.72 Ideal F VS1 61.7 57.0 2804.0 5.74 5.77 3.55
0.72 Very Good F VS1 62.2 58.0 2804.0 5.75 5.7 3.56
0.82 Ideal H VS2 61.5 56.0 2804.0 6.01 6.08 3.72
0.7 Ideal D SI1 61.0 59.0 2804.0 5.68 5.7 3.47
0.72 Ideal D SI1 62.2 56.0 2804.0 5.74 5.77 3.58
0.72 Ideal D SI1 61.5 54.0 2804.0 5.77 5.8 3.56
0.9 Fair I SI1 67.3 59.0 2804.0 5.93 5.84 3.96
0.74 Premium F VS2 61.7 58.0 2805.0 5.85 5.78 3.59
0.74 Premium F VS2 61.9 56.0 2805.0 5.8 5.77 3.58
0.73 Ideal E SI2 61.8 58.0 2805.0 5.77 5.81 3.58
0.57 Fair E VVS1 58.7 66.0 2805.0 5.34 5.43 3.16
0.73 Premium F VS2 62.5 57.0 2805.0 5.75 5.7 3.58
0.72 Ideal G VS2 62.8 56.0 2805.0 5.74 5.7 3.59
0.74 Fair F VS2 61.1 68.0 2805.0 5.82 5.75 3.53
0.82 Good G VS2 64.0 57.0 2805.0 5.92 5.89 3.78
0.81 Very Good G SI1 62.5 60.0 2806.0 5.89 5.94 3.69
0.75 Very Good H VVS1 60.6 58.0 2806.0 5.85 5.9 3.56
0.7 Ideal F SI1 61.6 55.0 2806.0 5.72 5.74 3.53
0.71 Very Good F VS1 62.2 58.0 2807.0 5.66 5.72 3.54
0.71 Very Good F VS1 60.0 57.0 2807.0 5.84 5.9 3.52
0.93 Premium J SI2 61.9 57.0 2807.0 6.21 6.19 3.84
0.8 Very Good H VS2 62.8 57.0 2808.0 5.87 5.91 3.7
0.7 Very Good F VS1 62.0 57.0 2808.0 5.64 5.71 3.52
1.0 Fair G I1 66.4 59.0 2808.0 6.16 6.09 4.07
0.75 Very Good G VS2 63.4 56.0 2808.0 5.78 5.74 3.65
0.58 Ideal E VVS2 60.9 56.0 2808.0 5.41 5.43 3.3
0.73 Very Good D SI1 63.1 57.0 2808.0 5.74 5.7 3.61
0.81 Very Good F SI1 63.1 59.0 2809.0 5.85 5.79 3.67
0.81 Premium D SI2 59.2 57.0 2809.0 6.15 6.05 3.61
0.71 Premium F SI1 60.7 54.0 2809.0 5.84 5.8 3.53
1.2 Fair F I1 64.6 56.0 2809.0 6.73 6.66 4.33
0.7 Very Good F VS1 61.8 56.0 2810.0 5.63 5.7 3.5
0.7 Very Good F VS1 59.9 60.0 2810.0 5.77 5.84 3.48
0.74 Ideal D SI2 61.7 55.0 2810.0 5.81 5.85 3.6
0.7 Good F VS1 62.8 61.0 2810.0 5.57 5.61 3.51
0.8 Good G SI1 62.7 57.0 2810.0 5.84 5.93 3.69
0.75 Very Good F SI1 63.4 58.0 2811.0 5.72 5.76 3.64
0.83 Very Good D SI1 63.5 54.0 2811.0 5.98 5.95 3.79
1.0 Fair J VS2 65.7 59.0 2811.0 6.14 6.07 4.01
0.99 Fair I SI2 68.1 56.0 2811.0 6.21 6.06 4.18
0.7 Very Good G VS1 63.0 60.0 2812.0 5.57 5.64 3.53
0.7 Very Good F VS2 59.5 58.0 2812.0 5.75 5.85 3.45
0.7 Good E SI1 63.5 59.0 2812.0 5.49 5.53 3.5
0.7 Very Good F VS2 61.7 58.0 2812.0 5.63 5.69 3.49
0.32 Premium I SI1 62.7 58.0 554.0 4.37 4.34 2.73
0.32 Premium I SI1 62.8 58.0 554.0 4.39 4.34 2.74
0.32 Ideal I SI1 62.4 57.0 554.0 4.37 4.35 2.72
0.32 Premium I SI1 61.0 59.0 554.0 4.39 4.36 2.67
0.32 Very Good I SI1 63.1 56.0 554.0 4.39 4.36 2.76
0.32 Ideal I SI1 60.7 57.0 554.0 4.47 4.42 2.7
0.3 Premium H SI1 60.9 59.0 554.0 4.31 4.29 2.62
0.3 Premium H SI1 60.1 55.0 554.0 4.41 4.38 2.64
0.3 Premium H SI1 62.9 58.0 554.0 4.28 4.24 2.68
0.3 Very Good H SI1 63.3 56.0 554.0 4.29 4.27 2.71
0.3 Good H SI1 63.8 55.0 554.0 4.26 4.2 2.7
0.3 Ideal H SI1 62.9 57.0 554.0 4.27 4.22 2.67
0.3 Very Good H SI1 63.4 60.0 554.0 4.25 4.23 2.69
0.32 Good I SI1 63.9 55.0 554.0 4.36 4.34 2.78
0.33 Ideal H SI2 61.4 56.0 554.0 4.85 4.79 2.95
0.29 Very Good E VS1 61.9 55.0 555.0 4.28 4.33 2.66
0.29 Very Good E VS1 62.4 55.0 555.0 4.2 4.25 2.63
0.31 Very Good F SI1 61.8 58.0 555.0 4.32 4.35 2.68
0.34 Ideal H VS2 61.5 56.0 555.0 4.47 4.5 2.76
0.34 Ideal H VS2 60.4 57.0 555.0 4.54 4.57 2.75
0.34 Ideal I VS1 61.8 55.0 555.0 4.48 4.52 2.78
0.34 Ideal I VS1 62.0 56.0 555.0 4.5 4.53 2.8
0.3 Ideal G VS1 62.3 56.0 555.0 4.29 4.31 2.68
0.29 Ideal F VS1 61.6 56.0 555.0 4.26 4.31 2.64
0.35 Ideal G SI1 60.6 56.0 555.0 4.56 4.58 2.77
0.43 Very Good E I1 58.4 62.0 555.0 4.94 5.0 2.9
0.32 Very Good F VS2 61.4 58.0 556.0 4.37 4.42 2.7
0.36 Ideal I VS2 61.9 56.0 556.0 4.54 4.57 2.82
0.3 Ideal G VS2 62.0 56.0 556.0 4.28 4.3 2.66
0.26 Ideal E VS1 61.5 57.0 556.0 4.09 4.12 2.52
0.7 Very Good F VS2 62.3 58.0 2812.0 5.64 5.72 3.54
0.7 Very Good F VS2 60.9 61.0 2812.0 5.66 5.71 3.46
0.71 Ideal D SI1 62.4 57.0 2812.0 5.69 5.72 3.56
0.99 Fair J SI1 55.0 61.0 2812.0 6.72 6.67 3.68
0.73 Premium E VS2 58.6 60.0 2812.0 5.92 5.89 3.46
0.51 Ideal F VVS1 62.0 57.0 2812.0 5.15 5.11 3.18
0.91 Premium G SI2 59.8 58.0 2813.0 6.3 6.29 3.77
0.84 Very Good E SI1 63.4 55.0 2813.0 6.0 5.95 3.79
0.91 Good I VS2 64.3 58.0 2813.0 6.09 6.05 3.9
0.76 Premium E SI1 62.2 59.0 2814.0 5.86 5.81 3.63
0.76 Ideal E SI1 61.7 57.0 2814.0 5.88 5.85 3.62
0.75 Premium E SI1 61.1 59.0 2814.0 5.86 5.83 3.57
0.55 Very Good D VVS1 61.5 56.0 2815.0 5.23 5.27 3.23
0.76 Very Good F SI2 58.5 62.0 2815.0 5.93 6.01 3.49
0.74 Premium G VS1 61.7 58.0 2815.0 5.79 5.81 3.58
0.7 Ideal H SI1 60.4 56.0 2815.0 5.75 5.81 3.49
0.7 Ideal H SI1 61.4 56.0 2815.0 5.7 5.76 3.52
0.7 Ideal H SI1 61.5 55.0 2815.0 5.73 5.79 3.54
0.7 Ideal H SI1 61.4 56.0 2815.0 5.72 5.77 3.53
0.9 Fair J VS2 65.0 56.0 2815.0 6.08 6.04 3.94
0.95 Fair F SI2 56.0 60.0 2815.0 6.62 6.53 3.68
0.89 Premium H SI2 60.2 59.0 2815.0 6.26 6.23 3.76
0.72 Premium E VS2 58.3 58.0 2815.0 5.99 5.92 3.47
0.96 Fair E SI2 53.1 63.0 2815.0 6.73 6.65 3.55
1.02 Premium G I1 60.3 58.0 2815.0 6.55 6.5 3.94
0.78 Very Good I VVS2 61.4 56.0 2816.0 5.91 5.95 3.64
0.61 Ideal G VVS2 60.1 57.0 2816.0 5.52 5.54 3.32
0.71 Good D VS1 63.4 55.0 2816.0 5.61 5.69 3.58
0.78 Premium F SI1 61.5 59.0 2816.0 5.96 5.88 3.64
0.87 Ideal H SI2 62.7 56.0 2816.0 6.16 6.13 3.85
0.83 Ideal H SI1 62.5 55.0 2816.0 6.04 6.0 3.76
0.71 Premium E SI1 61.3 56.0 2817.0 5.78 5.73 3.53
0.71 Ideal I VVS2 60.2 56.0 2817.0 5.84 5.89 3.53
0.71 Ideal E VS2 62.7 57.0 2817.0 5.66 5.64 3.54
0.71 Premium E VS2 62.3 58.0 2817.0 5.69 5.65 3.53
0.63 Ideal F VVS2 61.5 56.0 2817.0 5.48 5.52 3.38
0.71 Premium E SI1 59.2 59.0 2817.0 5.86 5.83 3.46
0.71 Premium E SI1 61.8 59.0 2817.0 5.75 5.7 3.54
0.71 Ideal E SI1 61.3 55.0 2817.0 5.77 5.72 3.52
0.71 Premium E SI1 61.4 58.0 2817.0 5.77 5.73 3.53
0.9 Ideal J VS2 62.8 55.0 2817.0 6.2 6.16 3.88
0.71 Good E SI1 62.8 64.0 2817.0 5.6 5.54 3.5
0.7 Premium E VS2 62.4 61.0 2818.0 5.66 5.63 3.52
0.7 Premium E VS2 59.3 60.0 2818.0 5.78 5.73 3.41
0.7 Premium E VS2 63.0 60.0 2818.0 5.64 5.6 3.54
1.0 Premium H I1 61.3 60.0 2818.0 6.43 6.39 3.93
0.86 Premium F SI2 59.3 62.0 2818.0 6.36 6.22 3.73
0.8 Ideal H SI1 61.0 57.0 2818.0 6.07 6.0 3.68
0.7 Ideal E VS1 62.9 57.0 2818.0 5.66 5.61 3.54
0.7 Premium E VS1 59.6 57.0 2818.0 5.91 5.83 3.5
0.7 Premium F VS2 61.8 60.0 2818.0 5.69 5.64 3.5
0.7 Premium E VS1 62.7 57.0 2818.0 5.68 5.64 3.55
1.0 Fair H SI2 65.3 62.0 2818.0 6.34 6.12 4.08
0.72 Very Good G VS1 63.8 58.0 2819.0 5.64 5.68 3.61
0.72 Ideal H VS1 62.3 56.0 2819.0 5.73 5.77 3.58
0.7 Good F VS1 59.7 63.0 2819.0 5.76 5.79 3.45
0.86 Good F SI2 64.3 60.0 2819.0 5.97 5.95 3.83
0.71 Ideal G VS1 62.9 58.0 2820.0 5.66 5.69 3.57
0.75 Ideal E SI1 62.0 57.0 2821.0 5.8 5.78 3.59
0.73 Premium E VS2 61.6 59.0 2821.0 5.77 5.73 3.54
0.53 Ideal E VVS1 61.9 55.0 2821.0 5.2 5.21 3.22
0.73 Premium E SI1 61.3 58.0 2821.0 5.83 5.76 3.55
0.73 Good E SI1 63.6 57.0 2821.0 5.72 5.7 3.63
0.73 Premium E SI1 59.6 61.0 2821.0 5.92 5.85 3.51
0.73 Premium E SI1 62.2 59.0 2821.0 5.77 5.68 3.56
0.73 Premium D SI1 61.7 55.0 2821.0 5.84 5.82 3.6
0.73 Very Good E SI1 63.2 58.0 2821.0 5.76 5.7 3.62
0.7 Premium E VS1 60.8 60.0 2822.0 5.74 5.71 3.48
0.72 Premium E VS2 60.3 59.0 2822.0 5.84 5.8 3.51
0.72 Premium E VS2 60.9 60.0 2822.0 5.8 5.76 3.52
0.72 Premium E VS2 62.4 59.0 2822.0 5.77 5.7 3.58
0.7 Premium E VS2 60.2 60.0 2822.0 5.73 5.7 3.44
0.6 Ideal F VVS2 62.0 55.0 2822.0 5.37 5.4 3.34
0.74 Ideal I VVS1 60.8 57.0 2822.0 5.85 5.89 3.57
0.73 Ideal F SI1 62.1 55.0 2822.0 5.75 5.78 3.58
0.71 Premium D SI1 62.7 60.0 2822.0 5.71 5.67 3.57
0.71 Premium D SI1 61.3 58.0 2822.0 5.75 5.73 3.52
0.7 Premium D SI1 60.2 60.0 2822.0 5.82 5.75 3.48
0.7 Ideal D SI1 60.7 56.0 2822.0 5.75 5.72 3.48
0.9 Good J VS2 64.0 61.0 2822.0 6.04 6.03 3.86
0.71 Ideal D SI1 60.2 56.0 2822.0 5.86 5.83 3.52
0.7 Premium E VS2 61.5 59.0 2822.0 5.73 5.68 3.51
0.7 Premium E VS2 62.6 56.0 2822.0 5.71 5.66 3.56
0.7 Ideal D SI1 59.7 58.0 2822.0 5.82 5.77 3.46
0.7 Good E SI1 61.4 64.0 2822.0 5.71 5.66 3.49
0.7 Ideal D SI1 62.5 57.0 2822.0 5.62 5.59 3.51
0.7 Ideal D SI1 61.8 56.0 2822.0 5.73 5.63 3.51
0.7 Premium E VS2 60.7 62.0 2822.0 5.72 5.68 3.46
0.7 Premium F VS2 60.6 58.0 2822.0 5.8 5.72 3.49
0.7 Ideal D SI1 61.4 54.0 2822.0 5.75 5.71 3.52
0.79 Very Good D SI2 62.8 59.0 2823.0 5.86 5.9 3.69
0.9 Good I SI1 63.8 57.0 2823.0 6.06 6.13 3.89
0.71 Premium E VS2 62.3 58.0 2823.0 5.71 5.66 3.54
0.61 Ideal E VVS2 61.3 54.0 2823.0 5.51 5.59 3.4
0.9 Fair H SI2 65.8 54.0 2823.0 6.05 5.98 3.96
0.71 Ideal E SI1 60.5 56.0 2823.0 5.77 5.73 3.47
0.71 Premium D VS2 61.2 59.0 2824.0 5.74 5.69 3.5
0.77 Ideal I VVS2 62.1 57.0 2824.0 5.84 5.86 3.63
0.74 Good E VS1 63.1 58.0 2824.0 5.73 5.75 3.62
0.82 Ideal F SI2 62.4 54.0 2824.0 6.02 5.97 3.74
0.82 Premium E SI2 60.8 60.0 2824.0 6.05 6.03 3.67
0.71 Premium G VS1 62.2 59.0 2825.0 5.73 5.66 3.54
0.83 Premium H SI1 60.0 59.0 2825.0 6.08 6.05 3.64
0.73 Very Good G VS1 62.0 57.0 2825.0 5.75 5.8 3.58
0.83 Premium H SI1 62.5 59.0 2825.0 6.02 5.95 3.74
1.17 Premium J I1 60.2 61.0 2825.0 6.9 6.83 4.13
0.91 Fair H SI2 61.3 67.0 2825.0 6.24 6.19 3.81
0.73 Premium E VS1 62.6 60.0 2826.0 5.75 5.68 3.58
0.7 Good E VS1 57.2 59.0 2826.0 5.94 5.88 3.38
0.9 Premium I SI2 62.2 59.0 2826.0 6.11 6.07 3.79
0.7 Premium E VS1 62.2 58.0 2826.0 5.66 5.6 3.5
0.7 Very Good D VS2 63.3 56.0 2826.0 5.6 5.58 3.54
0.7 Premium E VS1 59.4 61.0 2826.0 5.78 5.74 3.42
0.9 Very Good I SI2 63.5 56.0 2826.0 6.17 6.07 3.88
0.78 Premium F SI1 60.8 60.0 2826.0 5.97 5.94 3.62
0.96 Ideal F I1 60.7 55.0 2826.0 6.41 6.37 3.88
0.7 Very Good D SI1 62.3 59.0 2827.0 5.67 5.7 3.54
0.72 Good D VS2 64.0 54.0 2827.0 5.68 5.7 3.64
0.79 Premium H VVS2 62.6 58.0 2827.0 5.96 5.9 3.71
0.7 Ideal H VVS1 61.6 57.0 2827.0 5.69 5.74 3.52
0.7 Ideal H VVS1 62.3 55.0 2827.0 5.66 5.7 3.54
0.7 Ideal D SI2 60.6 57.0 2828.0 5.74 5.77 3.49
1.01 Premium H SI2 61.6 61.0 2828.0 6.39 6.31 3.91
0.72 Premium F VS1 62.2 58.0 2829.0 5.75 5.7 3.56
0.8 Good E SI2 63.7 54.0 2829.0 5.91 5.87 3.75
0.59 Ideal E VVS1 62.0 56.0 2829.0 5.36 5.38 3.33
0.72 Ideal F VS1 61.7 57.0 2829.0 5.77 5.74 3.55
0.75 Premium E SI2 61.9 57.0 2829.0 5.88 5.82 3.62
0.8 Premium E SI2 60.2 57.0 2829.0 6.05 6.01 3.63
0.71 Very Good E VS2 62.7 59.0 2830.0 5.65 5.7 3.56
0.77 Very Good H SI1 61.7 56.0 2830.0 5.84 5.89 3.62
0.97 Ideal F I1 60.7 56.0 2830.0 6.41 6.43 3.9
0.53 Ideal F VVS1 60.9 57.0 2830.0 5.23 5.29 3.19
0.53 Ideal F VVS1 61.8 57.0 2830.0 5.16 5.19 3.2
0.8 Ideal I VS2 62.1 54.4 2830.0 5.94 5.99 3.7
0.9 Premium G SI1 60.6 62.0 2830.0 6.21 6.13 3.74
0.76 Very Good E SI2 60.8 60.0 2831.0 5.89 5.98 3.61
0.72 Ideal E SI1 62.3 57.0 2831.0 5.7 5.76 3.57
0.75 Ideal E SI1 61.4 57.0 2831.0 5.82 5.87 3.59
0.72 Premium E SI1 62.1 58.0 2831.0 5.73 5.76 3.57
0.79 Ideal G SI1 61.8 56.0 2831.0 5.93 5.91 3.66
0.72 Very Good F VS2 62.5 58.0 2832.0 5.71 5.75 3.58
0.91 Very Good I SI2 62.8 61.0 2832.0 6.15 6.18 3.87
0.71 Premium G VVS2 62.1 57.0 2832.0 5.75 5.65 3.54
0.81 Premium G SI1 63.0 60.0 2832.0 5.87 5.81 3.68
0.82 Ideal H SI1 62.5 57.0 2832.0 5.91 5.97 3.71
0.71 Premium F VS1 62.2 58.0 2832.0 5.72 5.66 3.54
0.9 Good J SI1 64.3 63.0 2832.0 6.05 6.01 3.88
0.8 Very Good I VS2 62.0 58.0 2833.0 5.86 5.95 3.66
0.56 Very Good E IF 61.0 59.0 2833.0 5.28 5.34 3.24
0.7 Very Good D VS2 59.6 61.0 2833.0 5.77 5.8 3.45
0.7 Ideal D VS2 61.0 57.0 2833.0 5.74 5.76 3.51
0.61 Ideal F VVS2 61.7 55.0 2833.0 5.45 5.48 3.37
0.85 Ideal H SI2 62.5 57.0 2833.0 6.02 6.07 3.78
0.7 Ideal F SI1 60.7 57.0 2833.0 5.73 5.75 3.49
0.8 Ideal G VS2 62.2 56.0 2834.0 5.94 5.87 3.67
0.8 Ideal H VS2 62.8 57.0 2834.0 5.91 5.87 3.7
0.51 Very Good D VVS1 59.9 58.0 2834.0 5.16 5.19 3.1
0.53 Ideal F VVS1 61.4 57.0 2834.0 5.2 5.23 3.2
0.78 Ideal I VS2 61.8 55.0 2834.0 5.92 5.95 3.67
0.9 Very Good J SI1 63.4 54.0 2834.0 6.17 6.14 3.9
0.9 Fair G SI2 65.3 59.0 2834.0 6.07 6.0 3.94
0.77 Ideal E SI2 60.7 55.0 2834.0 6.01 5.95 3.63
0.73 Ideal F VS1 61.2 56.0 2835.0 5.89 5.81 3.58
0.63 Ideal F VVS2 61.9 57.0 2835.0 5.47 5.51 3.4
0.7 Ideal E VS2 61.5 54.0 2835.0 5.7 5.75 3.52
0.72 Ideal E VS2 62.8 57.0 2835.0 5.71 5.73 3.59
0.72 Ideal E SI1 61.0 57.0 2835.0 5.78 5.8 3.53
0.75 Premium F VS2 59.6 59.0 2835.0 6.04 5.94 3.57
0.82 Very Good H SI1 60.7 56.0 2836.0 6.04 6.06 3.67
0.71 Good E VS2 62.8 60.0 2836.0 5.6 5.65 3.53
0.7 Premium E VS1 62.6 59.0 2837.0 5.69 5.66 3.55
0.7 Ideal E VS1 61.8 56.0 2837.0 5.74 5.69 3.53
0.71 Ideal F SI1 59.8 53.0 2838.0 5.86 5.82 3.49
0.76 Very Good H SI1 60.9 55.0 2838.0 5.92 5.94 3.61
0.82 Fair F SI1 64.9 58.0 2838.0 5.83 5.79 3.77
0.72 Premium F VS1 58.8 60.0 2838.0 5.91 5.89 3.47
0.7 Premium F VS2 62.3 58.0 2838.0 5.72 5.64 3.54
0.7 Premium F VS2 61.7 58.0 2838.0 5.69 5.63 3.49
0.7 Premium G VS1 62.6 55.0 2838.0 5.73 5.64 3.56
0.7 Premium F VS2 59.4 61.0 2838.0 5.83 5.79 3.45
0.7 Very Good E SI1 63.5 59.0 2838.0 5.53 5.49 3.5
0.7 Premium F VS2 60.9 61.0 2838.0 5.71 5.66 3.46
0.7 Premium F VS2 59.5 58.0 2838.0 5.85 5.75 3.45
0.7 Premium G VS1 63.0 60.0 2838.0 5.64 5.57 3.53
0.74 Very Good E SI1 60.0 57.0 2839.0 5.85 5.89 3.52
0.71 Ideal F VS1 61.5 57.0 2839.0 5.74 5.71 3.52
0.7 Ideal F VS1 61.6 54.0 2839.0 5.75 5.72 3.53
0.71 Ideal F VS1 62.1 55.0 2839.0 5.82 5.68 3.57
0.71 Premium F VS1 59.1 61.0 2839.0 5.84 5.81 3.44
0.71 Premium F VS1 59.0 60.0 2839.0 5.82 5.8 3.43
0.71 Premium F VS1 60.5 58.0 2839.0 5.75 5.72 3.47
0.7 Ideal F VS1 62.4 53.0 2839.0 5.73 5.71 3.57
0.73 Ideal G VS2 61.8 54.0 2839.0 5.8 5.82 3.59
0.7 Ideal E VS2 62.1 54.0 2839.0 5.69 5.72 3.54
0.7 Ideal G VS1 61.3 57.0 2839.0 5.71 5.74 3.51
0.71 Premium G VVS2 60.3 58.0 2839.0 5.82 5.78 3.5
0.71 Premium F VS1 59.2 58.0 2839.0 5.87 5.82 3.46
0.79 Premium G VS2 59.3 62.0 2839.0 6.09 6.01 3.59
0.71 Premium F VS1 62.7 59.0 2839.0 5.7 5.62 3.55
0.77 Very Good H VS1 61.0 60.0 2840.0 5.9 5.87 3.59
0.75 Very Good F SI2 59.8 56.0 2840.0 5.85 5.92 3.52
0.7 Ideal F SI1 61.0 56.0 2840.0 5.75 5.8 3.52
0.71 Premium F VS2 59.3 56.0 2840.0 5.88 5.82 3.47
0.92 Ideal D SI2 61.9 56.0 2840.0 6.27 6.2 3.86
0.83 Premium F SI2 61.4 59.0 2840.0 6.08 6.04 3.72
0.7 Premium H VVS1 59.2 60.0 2840.0 5.87 5.78 3.45
0.73 Premium F VS2 60.3 59.0 2841.0 5.9 5.87 3.55
0.71 Very Good D VS1 63.4 55.0 2841.0 5.69 5.61 3.58
0.73 Very Good D SI1 63.9 57.0 2841.0 5.66 5.71 3.63
0.82 Ideal F SI2 61.7 53.0 2841.0 6.0 6.12 3.74
0.82 Ideal F SI2 62.3 56.0 2841.0 5.96 6.02 3.73
0.82 Very Good F SI2 59.7 57.0 2841.0 6.12 6.14 3.66
0.52 Ideal F VVS1 61.2 56.0 2841.0 5.19 5.21 3.18
1.0 Premium F I1 58.9 60.0 2841.0 6.6 6.55 3.87
0.95 Fair G SI1 66.7 56.0 2841.0 6.16 6.03 4.06
0.73 Ideal D SI1 61.4 57.0 2841.0 5.76 5.8 3.55
0.73 Premium F VS2 59.9 59.0 2841.0 5.87 5.77 3.5
0.73 Premium G VS1 61.4 58.0 2841.0 5.82 5.77 3.56
0.8 Ideal I VS1 62.6 54.0 2842.0 5.92 5.96 3.72
0.7 Premium F VS2 58.7 61.0 2842.0 5.8 5.72 3.38
0.7 Very Good E VS2 60.2 62.0 2843.0 5.71 5.75 3.45
0.7 Very Good E VS2 62.7 58.0 2843.0 5.65 5.67 3.55
0.71 Very Good E VS2 59.4 58.0 2843.0 5.76 5.82 3.44
0.81 Very Good F SI2 63.2 58.0 2843.0 5.91 5.92 3.74
0.71 Very Good D SI1 61.5 58.0 2843.0 5.73 5.79 3.54
0.73 Ideal G VVS2 61.3 57.0 2843.0 5.81 5.84 3.57
0.73 Very Good F VS1 61.8 59.0 2843.0 5.73 5.79 3.56
0.72 Ideal E VS2 62.0 57.0 2843.0 5.71 5.74 3.55
0.81 Ideal F SI2 62.1 57.0 2843.0 5.91 5.95 3.68
0.71 Ideal G VVS2 60.7 57.0 2843.0 5.81 5.78 3.52
0.73 Very Good E SI1 57.7 61.0 2844.0 5.92 5.96 3.43
0.7 Very Good E VS1 62.0 59.0 2844.0 5.65 5.68 3.51
1.01 Ideal I I1 61.5 57.0 2844.0 6.45 6.46 3.97
1.01 Good I I1 63.1 57.0 2844.0 6.35 6.39 4.02
0.79 Ideal H VS2 62.5 57.0 2844.0 5.91 5.93 3.7
0.7 Very Good E VS2 61.8 59.0 2845.0 5.65 5.68 3.5
0.7 Very Good E VS2 58.9 60.0 2845.0 5.83 5.85 3.44
0.8 Good H VS2 63.4 60.0 2845.0 5.92 5.82 3.72
1.27 Premium H SI2 59.3 61.0 2845.0 7.12 7.05 4.2
0.79 Ideal D SI1 61.5 56.0 2846.0 5.96 5.91 3.65
0.72 Very Good F VS1 60.2 59.0 2846.0 5.79 5.84 3.5
0.73 Ideal H VVS2 61.6 56.0 2846.0 5.79 5.84 3.58
1.01 Fair H SI2 65.4 59.0 2846.0 6.3 6.26 4.11
1.01 Good H I1 64.2 61.0 2846.0 6.25 6.18 3.99
0.73 Ideal E SI1 59.1 59.0 2846.0 5.92 5.95 3.51
0.7 Ideal E SI1 61.6 57.0 2846.0 5.71 5.76 3.53
0.7 Good F VS2 59.1 61.0 2846.0 5.76 5.84 3.43
0.77 Premium E SI1 62.9 59.0 2846.0 5.84 5.79 3.66
0.77 Premium G VS2 61.3 60.0 2846.0 5.91 5.81 3.59
0.77 Premium G VS1 61.4 58.0 2846.0 5.94 5.89 3.63
0.84 Very Good H SI1 61.2 57.0 2847.0 6.1 6.12 3.74
0.72 Ideal E SI1 60.3 57.0 2847.0 5.83 5.85 3.52
0.76 Premium D SI1 61.1 59.0 2847.0 5.93 5.88 3.61
0.7 Very Good G VVS2 62.9 59.0 2848.0 5.61 5.68 3.55
0.54 Ideal D VVS2 61.5 55.0 2848.0 5.25 5.29 3.24
0.75 Fair D SI2 64.6 57.0 2848.0 5.74 5.72 3.7
0.79 Good E SI1 64.1 54.0 2849.0 5.86 5.84 3.75
0.74 Very Good E VS1 63.1 58.0 2849.0 5.75 5.73 3.62
0.7 Very Good E VS2 61.0 60.0 2850.0 5.74 5.77 3.51
0.7 Ideal F VS2 60.8 59.0 2850.0 5.69 5.79 3.49
0.75 Ideal J SI1 61.5 56.0 2850.0 5.83 5.87 3.6
1.2 Very Good H I1 63.1 60.0 2850.0 6.75 6.67 4.23
0.8 Very Good F SI1 63.4 57.0 2851.0 5.89 5.82 3.71
0.66 Ideal D VS1 62.1 56.0 2851.0 5.54 5.57 3.45
0.87 Very Good F SI2 61.0 63.0 2851.0 6.22 6.07 3.75
0.86 Premium H SI1 62.7 59.0 2851.0 6.04 5.98 3.77
0.74 Ideal F SI1 61.0 57.0 2851.0 5.85 5.81 3.56
0.58 Very Good E IF 60.6 59.0 2852.0 5.37 5.43 3.27
0.78 Ideal I VS1 61.5 57.0 2852.0 5.88 5.92 3.63
0.74 Ideal G SI1 61.3 55.0 2852.0 5.85 5.86 3.59
0.73 Ideal E SI1 62.7 55.0 2852.0 5.7 5.79 3.6
0.91 Very Good I SI1 63.5 57.0 2852.0 6.12 6.07 3.87
0.71 Premium F VS2 62.6 58.0 2853.0 5.67 5.7 3.56
0.71 Good G VS1 63.5 55.0 2853.0 5.64 5.66 3.59
0.79 Ideal D SI2 62.8 57.0 2853.0 5.9 5.85 3.69
0.79 Premium D SI2 60.0 60.0 2853.0 6.07 6.03 3.63
0.71 Premium E SI1 62.7 58.0 2853.0 5.73 5.66 3.57
0.82 Premium I VS1 61.9 58.0 2853.0 5.99 5.97 3.7
0.78 Very Good H VS1 61.9 57.1 2854.0 5.87 5.95 3.66
0.7 Very Good E VS1 62.4 56.0 2854.0 5.64 5.7 3.54
1.12 Premium H I1 59.1 61.0 2854.0 6.78 6.75 4.0
0.73 Premium E VS2 62.0 57.0 2854.0 5.86 5.76 3.6
0.91 Fair J VS2 64.4 62.0 2854.0 6.06 6.03 3.89
0.91 Fair J VS2 65.4 60.0 2854.0 6.04 6.0 3.94
0.91 Good J VS2 64.2 58.0 2854.0 6.12 6.09 3.92
0.91 Fair H SI1 65.8 58.0 2854.0 6.04 6.01 3.96
0.7 Premium E VS1 58.4 59.0 2854.0 5.91 5.83 3.43
0.68 Premium F VVS2 61.7 57.0 2854.0 5.67 5.64 3.49
0.73 Very Good F VS2 62.5 57.0 2855.0 5.7 5.75 3.58
1.03 Good J SI1 63.6 57.0 2855.0 6.38 6.29 4.03
0.74 Premium D VS2 62.4 57.0 2855.0 5.8 5.74 3.6
0.98 Fair E SI2 53.3 67.0 2855.0 6.82 6.74 3.61
1.02 Fair I SI1 53.0 63.0 2856.0 6.84 6.77 3.66
1.0 Fair G SI2 67.8 61.0 2856.0 5.96 5.9 4.02
1.02 Ideal H SI2 61.6 55.0 2856.0 6.49 6.43 3.98
0.6 Ideal F VVS2 60.8 57.0 2856.0 5.44 5.49 3.32
0.8 Ideal G SI2 61.6 56.0 2856.0 5.97 6.01 3.69
0.97 Ideal F I1 60.7 56.0 2856.0 6.43 6.41 3.9
1.0 Fair I SI1 67.9 62.0 2856.0 6.19 6.03 4.15
0.26 Ideal E VS1 62.3 57.0 556.0 4.05 4.08 2.53
0.26 Ideal E VS1 62.1 56.0 556.0 4.09 4.12 2.55
0.36 Ideal H SI1 61.9 55.0 556.0 4.57 4.59 2.83
0.34 Good G VS2 57.5 61.0 556.0 4.6 4.66 2.66
0.34 Good E SI1 63.3 57.0 556.0 4.44 4.47 2.82
0.34 Good E SI1 63.5 55.0 556.0 4.44 4.47 2.83
0.34 Good E SI1 63.4 55.0 556.0 4.44 4.46 2.82
0.34 Very Good G VS2 59.6 62.0 556.0 4.54 4.56 2.71
0.34 Ideal E SI1 62.2 54.0 556.0 4.47 4.5 2.79
0.32 Good E VS2 64.1 54.0 556.0 4.34 4.37 2.79
0.31 Ideal I VVS1 61.6 55.0 557.0 4.36 4.41 2.7
0.31 Ideal I VVS1 61.3 56.0 557.0 4.36 4.38 2.68
0.31 Ideal I VVS1 62.3 54.0 557.0 4.37 4.4 2.73
0.31 Ideal I VVS1 62.0 54.0 557.0 4.37 4.4 2.72
0.31 Ideal I VVS1 62.7 53.0 557.0 4.33 4.35 2.72
0.31 Ideal I VVS1 62.2 53.0 557.0 4.36 4.38 2.72
0.31 Ideal G VS2 62.2 53.6 557.0 4.32 4.35 2.7
0.31 Ideal H VS1 61.6 54.8 557.0 4.35 4.37 2.69
0.31 Ideal H VS1 61.8 54.2 557.0 4.33 4.37 2.69
0.33 Premium G SI2 59.4 59.0 557.0 4.52 4.5 2.68
0.33 Premium F SI2 62.3 58.0 557.0 4.43 4.4 2.75
0.33 Premium G SI2 62.6 58.0 557.0 4.42 4.4 2.76
0.33 Ideal G SI2 61.9 56.0 557.0 4.45 4.41 2.74
0.33 Premium F SI2 63.0 58.0 557.0 4.42 4.4 2.78
0.33 Premium J VS1 62.8 58.0 557.0 4.41 4.38 2.76
0.33 Premium J VS1 61.5 61.0 557.0 4.46 4.39 2.72
0.33 Ideal J VS1 62.1 55.0 557.0 4.44 4.41 2.75
0.33 Ideal I SI1 63.0 57.0 557.0 4.39 4.37 2.76
0.33 Good I SI1 63.6 53.0 557.0 4.43 4.4 2.81
0.33 Premium I SI1 60.4 59.0 557.0 4.54 4.5 2.73
1.0 Fair H SI2 66.1 56.0 2856.0 6.21 5.97 4.04
0.77 Premium F SI1 60.8 59.0 2856.0 5.92 5.86 3.58
0.77 Premium F SI1 61.0 58.0 2856.0 5.94 5.9 3.61
0.7 Good E VVS2 60.1 63.0 2857.0 5.68 5.71 3.42
0.9 Very Good G SI2 63.1 58.0 2857.0 6.08 6.02 3.82
0.72 Ideal E SI1 62.3 57.0 2857.0 5.76 5.7 3.57
0.9 Premium I VS2 61.9 59.0 2857.0 6.2 6.14 3.82
0.72 Premium E SI1 62.1 58.0 2857.0 5.76 5.73 3.57
0.7 Ideal G VVS2 62.1 56.0 2858.0 5.63 5.71 3.52
0.81 Very Good F SI1 61.3 57.0 2858.0 6.02 6.05 3.7
0.81 Very Good F SI1 61.7 57.0 2858.0 6.0 6.05 3.72
0.71 Premium E VS2 61.0 60.0 2858.0 5.76 5.69 3.49
0.7 Premium E VS2 61.4 59.0 2858.0 5.73 5.7 3.51
0.71 Premium E VS2 61.5 60.0 2858.0 5.76 5.68 3.52
0.71 Very Good E VS2 63.5 59.0 2858.0 5.68 5.59 3.58
0.92 Premium J SI1 62.9 58.0 2858.0 6.22 6.18 3.9
0.76 Ideal E SI1 62.7 54.0 2858.0 5.88 5.83 3.67
0.73 Ideal D SI1 61.5 56.0 2858.0 5.84 5.8 3.58
0.71 Premium D VS2 60.4 62.0 2858.0 5.74 5.72 3.46
0.7 Good E VVS2 63.6 62.0 2858.0 5.61 5.58 3.56
0.9 Fair G SI2 64.5 56.0 2858.0 6.06 6.0 3.89
0.71 Fair D VS2 56.9 65.0 2858.0 5.89 5.84 3.34
0.7 Ideal D VS2 61.0 57.0 2859.0 5.76 5.74 3.51
0.7 Premium D VS2 62.4 56.0 2859.0 5.72 5.66 3.55
0.77 Premium F VS1 60.9 60.0 2859.0 5.91 5.88 3.59
0.71 Ideal G VS1 61.5 56.0 2859.0 5.74 5.78 3.54
0.7 Premium D VS2 59.6 61.0 2859.0 5.8 5.77 3.45
0.75 Fair F VS1 55.8 70.0 2859.0 6.09 5.98 3.37
0.83 Premium E SI2 59.2 60.0 2859.0 6.17 6.12 3.64
0.71 Very Good F VS2 61.3 61.0 2860.0 5.68 5.73 3.5
0.9 Very Good J SI2 63.6 58.0 2860.0 6.07 6.1 3.87
0.6 Ideal E VVS2 61.9 54.9 2860.0 5.41 5.44 3.35
0.71 Premium D VS1 62.9 57.0 2860.0 5.66 5.6 3.54
0.53 Ideal F VVS1 61.4 57.0 2860.0 5.23 5.2 3.2
0.71 Premium D SI1 60.7 58.0 2861.0 5.95 5.78 3.56
0.62 Ideal G VVS2 61.6 56.0 2861.0 5.45 5.48 3.37
0.62 Ideal G VVS2 61.6 56.0 2861.0 5.48 5.51 3.38
0.9 Premium I SI1 63.0 58.0 2861.0 6.09 6.01 3.81
0.62 Fair F IF 60.1 61.0 2861.0 5.53 5.56 3.33
0.82 Premium E SI2 61.7 59.0 2861.0 6.01 5.98 3.7
0.66 Premium D VS1 61.0 58.0 2861.0 5.67 5.57 3.43
0.7 Very Good D SI1 62.5 55.0 2862.0 5.67 5.72 3.56
0.8 Very Good F SI1 62.6 58.0 2862.0 5.9 5.92 3.7
0.8 Very Good D SI2 62.5 59.0 2862.0 5.88 5.92 3.69
0.79 Premium F SI1 62.3 54.0 2862.0 5.97 5.91 3.7
0.71 Very Good F VVS1 63.2 60.0 2862.0 5.65 5.61 3.56
0.7 Ideal H VS2 61.1 57.0 2862.0 5.71 5.74 3.5
0.7 Very Good E VS2 58.7 63.0 2862.0 5.73 5.69 3.35
0.79 Premium H VS1 60.0 60.0 2862.0 6.07 5.99 3.64
0.7 Premium E VS2 59.5 59.0 2862.0 5.82 5.77 3.45
1.22 Premium E I1 60.9 57.0 2862.0 6.93 6.88 4.21
1.01 Fair E SI2 67.6 57.0 2862.0 6.21 6.11 4.18
0.73 Premium E VS2 62.5 61.0 2862.0 5.78 5.64 3.59
0.91 Good I VS2 64.3 58.0 2863.0 6.05 6.09 3.9
0.71 Ideal D SI1 60.8 56.0 2863.0 5.8 5.77 3.52
0.83 Premium G SI1 62.3 58.0 2863.0 6.01 5.97 3.73
0.84 Premium F SI2 62.3 59.0 2863.0 6.06 6.01 3.76
0.71 Premium D SI1 61.0 61.0 2863.0 5.82 5.75 3.53
0.71 Premium D SI1 59.7 59.0 2863.0 5.82 5.8 3.47
0.71 Premium D SI1 61.7 56.0 2863.0 5.8 5.68 3.54
0.71 Ideal D SI1 61.7 57.0 2863.0 5.75 5.7 3.53
0.71 Premium D SI1 61.4 58.0 2863.0 5.79 5.75 3.54
0.71 Premium D SI1 60.6 58.0 2863.0 5.79 5.77 3.5
0.91 Premium J SI1 59.5 62.0 2863.0 6.4 6.18 3.74
0.9 Premium J VS2 59.8 62.0 2863.0 6.24 6.21 3.72
0.71 Premium H VVS2 61.5 62.0 2863.0 5.74 5.68 3.51
0.71 Premium E SI1 59.1 61.0 2863.0 5.84 5.8 3.44
0.72 Ideal F VS2 59.5 57.0 2863.0 5.91 5.86 3.5
0.72 Premium E SI1 60.9 60.0 2863.0 5.78 5.74 3.51
0.71 Ideal E VS2 61.0 55.0 2863.0 5.79 5.75 3.52
0.81 Ideal E SI2 60.3 57.0 2864.0 6.07 6.04 3.65
0.83 Very Good I VS2 61.6 58.0 2865.0 6.05 6.07 3.73
0.73 Premium D SI1 60.8 55.0 2865.0 5.87 5.81 3.55
0.56 Very Good D VVS1 62.0 56.0 2866.0 5.25 5.3 3.27
0.56 Very Good D VVS1 61.8 55.0 2866.0 5.27 5.31 3.27
0.71 Ideal E VS1 62.2 55.0 2866.0 5.74 5.7 3.56
0.7 Ideal H VVS1 62.3 58.0 2866.0 5.66 5.7 3.54
0.96 Premium I SI1 61.3 58.0 2866.0 6.39 6.3 3.89
0.71 Very Good H VVS1 62.9 57.0 2867.0 5.67 5.69 3.57
0.7 Ideal D VS2 62.4 57.0 2867.0 5.68 5.61 3.52
0.71 Ideal H VVS1 60.4 57.0 2867.0 5.78 5.81 3.5
0.8 Premium H VS2 61.2 53.0 2867.0 6.05 5.98 3.68
0.95 Premium F SI2 58.4 57.0 2867.0 6.49 6.41 3.77
0.82 Ideal F SI2 62.3 56.0 2867.0 5.99 5.95 3.72
0.52 Ideal F VVS1 61.2 56.0 2867.0 5.21 5.19 3.18
0.82 Ideal F SI2 61.7 53.0 2867.0 6.12 6.0 3.74
0.82 Ideal F SI2 62.3 56.0 2867.0 6.02 5.96 3.73
0.82 Premium F SI2 59.7 57.0 2867.0 6.14 6.12 3.66
0.8 Ideal G SI1 61.3 57.0 2867.0 5.96 5.91 3.64
0.96 Fair F SI2 68.2 61.0 2867.0 6.07 5.88 4.1
0.72 Ideal I VS1 62.4 55.0 2868.0 5.72 5.75 3.58
0.62 Ideal G IF 60.5 57.0 2868.0 5.52 5.56 3.35
0.79 Premium E SI2 61.0 58.0 2868.0 5.96 5.9 3.62
0.75 Very Good E SI1 63.1 56.0 2868.0 5.78 5.7 3.62
1.08 Premium D I1 61.9 60.0 2869.0 6.55 6.48 4.03
0.72 Ideal E SI1 60.8 55.0 2869.0 5.77 5.84 3.53
0.62 Ideal G IF 61.8 56.0 2869.0 5.43 5.47 3.37
0.73 Ideal G VVS2 61.3 57.0 2869.0 5.84 5.81 3.57
0.72 Ideal H VVS2 60.9 57.0 2869.0 5.79 5.77 3.52
0.52 Premium F VVS2 61.8 60.0 2870.0 5.16 5.13 3.18
0.83 Ideal E SI2 62.2 57.0 2870.0 6.0 6.05 3.75
0.64 Premium E VVS2 62.1 58.0 2870.0 5.56 5.51 3.44
0.8 Ideal G SI1 62.5 57.0 2870.0 5.94 5.9 3.7
0.74 Ideal H SI1 62.1 56.0 2870.0 5.77 5.83 3.6
0.72 Ideal F SI1 61.5 56.0 2870.0 5.72 5.79 3.54
0.82 Ideal H VS2 59.5 57.0 2870.0 6.12 6.09 3.63
0.73 Premium E VS1 61.3 59.0 2870.0 5.81 5.78 3.55
1.04 Premium I I1 61.6 61.0 2870.0 6.47 6.45 3.98
0.73 Very Good E SI1 61.3 58.0 2871.0 5.76 5.83 3.55
0.73 Good E SI1 63.6 57.0 2871.0 5.7 5.72 3.63
0.9 Premium J SI1 62.8 59.0 2871.0 6.13 6.03 3.82
0.75 Ideal I SI1 61.8 55.0 2871.0 5.83 5.85 3.61
0.79 Ideal G SI1 62.6 55.0 2871.0 5.91 5.95 3.71
0.7 Good D SI1 62.5 56.7 2872.0 5.59 5.62 3.51
0.75 Very Good D SI1 60.7 55.0 2872.0 5.87 5.92 3.58
1.02 Ideal I I1 61.7 56.0 2872.0 6.44 6.49 3.99
0.7 Very Good G SI2 59.0 62.0 2872.0 5.79 5.81 3.42
0.7 Ideal D SI1 61.8 56.0 2872.0 5.63 5.73 3.51
0.7 Good E SI1 61.4 64.0 2872.0 5.66 5.71 3.49
0.7 Ideal D SI1 61.4 54.0 2872.0 5.71 5.75 3.52
0.7 Ideal D SI1 60.7 56.0 2872.0 5.72 5.75 3.48
0.7 Very Good D SI1 60.2 60.0 2872.0 5.75 5.82 3.48
0.72 Very Good E VS2 58.3 57.0 2872.0 5.89 5.94 3.45
0.74 Ideal E SI1 62.3 58.0 2872.0 5.74 5.78 3.59
0.84 Good G SI1 65.1 55.0 2872.0 5.88 5.97 3.86
0.76 Very Good F VS2 62.0 58.0 2873.0 5.8 5.86 3.62
0.77 Very Good E SI1 63.2 58.0 2873.0 5.8 5.84 3.68
0.76 Ideal E SI2 62.8 56.0 2873.0 5.78 5.82 3.64
1.0 Ideal I SI2 61.7 56.0 2873.0 6.45 6.41 3.97
1.0 Fair H SI1 65.5 62.0 2873.0 6.14 6.07 4.0
0.9 Fair I SI1 65.7 58.0 2873.0 6.03 6.0 3.95
0.9 Premium J SI1 61.8 58.0 2873.0 6.16 6.13 3.8
0.9 Good J SI1 64.0 61.0 2873.0 6.0 5.96 3.83
0.9 Fair I SI1 65.3 61.0 2873.0 5.98 5.94 3.89
0.9 Fair I SI1 65.8 56.0 2873.0 6.01 5.96 3.94
0.9 Premium J SI1 60.9 61.0 2873.0 6.26 6.22 3.8
0.78 Premium F VS2 62.6 58.0 2874.0 5.91 5.82 3.67
0.71 Premium D VS2 61.2 59.0 2874.0 5.69 5.74 3.5
0.7 Premium F VS1 59.0 59.0 2874.0 5.79 5.77 3.41
0.7 Premium F VS1 60.8 62.0 2874.0 5.71 5.67 3.46
0.7 Premium G VVS2 61.8 58.0 2874.0 5.67 5.63 3.49
0.7 Ideal F VS1 61.0 55.0 2874.0 5.77 5.73 3.51
0.7 Ideal F VS1 61.6 55.0 2874.0 5.75 5.71 3.53
0.7 Ideal F VS1 62.4 56.0 2874.0 5.69 5.65 3.54
0.7 Premium G VVS2 62.9 59.0 2874.0 5.68 5.61 3.55
1.0 Fair H SI2 67.7 60.0 2875.0 6.11 5.98 4.09
0.77 Ideal H SI1 62.4 56.0 2875.0 5.84 5.9 3.66
1.0 Fair J VS1 65.5 55.0 2875.0 6.3 6.25 4.11
1.0 Fair I SI1 66.3 61.0 2875.0 6.08 6.03 4.01
1.0 Fair H SI2 69.5 55.0 2875.0 6.17 6.1 4.26
0.73 Premium E VS1 62.6 60.0 2876.0 5.68 5.75 3.58
0.79 Premium E VS2 60.6 53.0 2876.0 6.04 5.98 3.64
0.72 Very Good H VS1 62.2 54.0 2877.0 5.74 5.76 3.57
0.71 Ideal E VS1 62.4 56.0 2877.0 5.75 5.7 3.57
0.74 Ideal G VS2 62.3 55.0 2877.0 5.8 5.83 3.62
0.7 Good H VVS1 62.7 56.0 2877.0 5.6 5.66 3.53
0.7 Good F VS1 59.1 62.0 2877.0 5.82 5.86 3.44
0.79 Very Good F SI1 62.8 59.0 2878.0 5.86 5.89 3.69
0.79 Very Good F SI1 62.7 60.0 2878.0 5.82 5.89 3.67
0.79 Very Good D SI2 59.7 58.0 2878.0 6.0 6.07 3.6
0.71 Ideal I VS2 61.5 55.0 2878.0 5.76 5.78 3.55
0.79 Ideal F SI1 62.8 56.0 2878.0 5.88 5.9 3.7
0.73 Very Good F SI1 61.4 56.0 2879.0 5.81 5.86 3.58
0.63 Premium E IF 60.3 62.0 2879.0 5.55 5.53 3.34
0.7 Premium F VS1 60.4 60.0 2879.0 5.73 5.7 3.45
0.71 Premium F VS1 62.7 58.0 2879.0 5.71 5.67 3.57
0.84 Ideal G SI2 61.0 56.0 2879.0 6.13 6.1 3.73
0.84 Ideal G SI2 62.3 55.0 2879.0 6.08 6.03 3.77
1.02 Ideal J SI2 60.3 54.0 2879.0 6.53 6.5 3.93
0.72 Fair F VS1 56.9 69.0 2879.0 5.93 5.77 3.33
0.72 Ideal F VS1 62.0 56.0 2879.0 5.76 5.73 3.56
0.92 Very Good J SI2 58.7 61.0 2880.0 6.34 6.43 3.75
0.74 Very Good D SI1 63.9 57.0 2880.0 5.72 5.74 3.66
0.7 Ideal H VVS1 62.0 55.0 2881.0 5.74 5.71 3.55
0.71 Very Good E VS2 60.0 59.0 2881.0 5.84 5.83 3.5
1.05 Premium H I1 62.0 59.0 2881.0 6.5 6.47 4.02
0.7 Very Good H IF 62.8 56.0 2882.0 5.62 5.65 3.54
0.54 Ideal F VVS1 61.8 56.0 2882.0 5.23 5.26 3.24
0.73 Premium F VS2 59.9 58.0 2882.0 5.87 5.84 3.51
0.88 Fair F SI1 56.6 65.0 2882.0 6.39 6.32 3.6
0.73 Premium F VS2 58.7 57.0 2882.0 5.97 5.92 3.49
0.72 Ideal D SI1 61.8 56.0 2883.0 5.75 5.81 3.57
0.9 Good H SI2 62.7 64.0 2883.0 6.09 6.0 3.79
0.9 Fair H SI2 65.0 61.0 2883.0 6.01 5.96 3.89
1.03 Fair I SI2 65.3 55.0 2884.0 6.32 6.27 4.11
0.84 Very Good F SI1 63.8 57.0 2885.0 5.95 6.0 3.81
1.01 Premium I SI1 62.7 60.0 2885.0 6.36 6.27 3.96
0.77 Ideal D SI2 61.5 55.0 2885.0 5.9 5.93 3.64
0.8 Fair E SI1 56.3 63.0 2885.0 6.22 6.14 3.48
0.9 Fair D SI2 66.9 57.0 2885.0 6.02 5.9 3.99
0.73 Ideal E SI1 61.4 56.0 2886.0 5.79 5.81 3.56
0.72 Ideal E SI1 62.7 55.0 2886.0 5.64 5.69 3.55
0.71 Very Good D SI1 62.4 54.0 2887.0 5.71 5.79 3.59
0.7 Premium E VS1 62.6 59.0 2887.0 5.66 5.69 3.55
0.79 Ideal I VS1 61.7 59.0 2888.0 5.93 5.96 3.67
0.72 Very Good G VVS2 62.5 58.0 2889.0 5.68 5.72 3.56
0.7 Very Good E VS2 63.5 54.0 2889.0 5.62 5.66 3.58
0.7 Very Good F VS1 62.2 58.0 2889.0 5.64 5.75 3.54
0.9 Good H SI2 63.5 58.0 2889.0 6.09 6.14 3.88
0.71 Very Good F VS1 62.8 56.0 2889.0 5.69 5.72 3.58
0.5 Ideal E VVS2 62.2 54.0 2889.0 5.08 5.12 3.17
0.5 Ideal E VVS2 62.2 54.0 2889.0 5.09 5.11 3.17
0.74 Ideal F SI1 61.2 56.0 2889.0 5.83 5.87 3.58
0.77 Premium F VS2 61.8 56.0 2889.0 5.94 5.9 3.66
0.77 Premium E SI1 59.8 61.0 2889.0 5.99 5.95 3.57
0.8 Ideal F SI1 61.5 54.0 2890.0 6.07 6.0 3.71
0.8 Ideal F SI1 62.4 57.0 2890.0 5.9 5.87 3.67
0.8 Premium F SI1 61.5 60.0 2890.0 5.97 5.94 3.66
0.8 Good F SI1 63.8 59.0 2890.0 5.87 5.83 3.73
0.66 Ideal G VVS1 61.5 56.0 2890.0 5.61 5.58 3.44
0.71 Very Good E VS2 61.2 58.0 2891.0 5.71 5.79 3.52
0.71 Ideal F VS2 61.2 56.0 2891.0 5.73 5.77 3.52
0.71 Ideal E VS2 61.6 56.0 2891.0 5.74 5.76 3.54
0.71 Ideal E VS2 62.7 56.0 2891.0 5.71 5.75 3.59
0.72 Ideal D SI1 61.1 56.0 2891.0 5.78 5.81 3.54
0.71 Good D VS2 62.3 61.0 2891.0 5.7 5.73 3.56
0.86 Ideal H SI2 61.8 55.0 2892.0 6.12 6.14 3.79
1.19 Fair H I1 65.1 59.0 2892.0 6.62 6.55 4.29
0.71 Very Good F VS1 62.6 55.0 2893.0 5.66 5.71 3.56
0.82 Very Good G SI2 62.5 56.0 2893.0 5.99 6.04 3.76
0.71 Ideal G VVS2 61.5 57.0 2893.0 5.73 5.75 3.53
0.75 Ideal F VS2 62.5 57.0 2893.0 5.78 5.83 3.63
0.7 Very Good H VVS1 59.2 60.0 2893.0 5.87 5.78 3.45
0.8 Ideal G SI2 62.5 55.0 2893.0 5.89 5.92 3.69
0.82 Good G SI2 59.9 62.0 2893.0 6.02 6.04 3.61
0.82 Very Good G SI1 63.4 55.0 2893.0 6.0 5.93 3.78
0.82 Premium G SI1 59.9 59.0 2893.0 6.09 6.06 3.64
0.81 Very Good E SI2 62.4 57.0 2894.0 5.91 5.99 3.71
0.81 Ideal G SI2 62.2 57.0 2894.0 5.96 6.0 3.72
0.76 Ideal F SI1 61.4 56.0 2894.0 5.88 5.92 3.62
0.71 Very Good G VS2 60.9 56.0 2895.0 5.75 5.78 3.51
0.7 Very Good F VS1 61.8 59.0 2895.0 5.66 5.76 3.53
0.7 Ideal G VVS2 62.1 53.0 2895.0 5.71 5.75 3.56
0.74 Very Good G VS1 59.8 58.0 2896.0 5.85 5.89 3.51
0.77 Very Good G VS2 61.3 60.0 2896.0 5.81 5.91 3.59
0.77 Very Good G VS2 58.3 63.0 2896.0 6.0 6.05 3.51
0.53 Ideal F VVS1 61.6 56.0 2896.0 5.18 5.24 3.21
0.79 Ideal D SI1 61.5 56.0 2896.0 5.91 5.96 3.65
0.73 Ideal E SI2 61.5 55.0 2896.0 5.82 5.86 3.59
0.77 Ideal D SI2 62.1 56.0 2896.0 5.83 5.89 3.64
0.77 Premium E SI1 60.9 58.0 2896.0 5.94 5.88 3.6
1.01 Very Good I I1 63.1 57.0 2896.0 6.39 6.35 4.02
1.01 Ideal I I1 61.5 57.0 2896.0 6.46 6.45 3.97
0.6 Very Good D VVS2 60.6 57.0 2897.0 5.48 5.51 3.33
0.76 Premium E SI1 61.1 58.0 2897.0 5.91 5.85 3.59
0.54 Ideal D VVS2 61.4 52.0 2897.0 5.3 5.34 3.26
0.72 Ideal E SI1 62.5 55.0 2897.0 5.69 5.74 3.57
0.72 Good F VS1 59.4 61.0 2897.0 5.82 5.89 3.48
0.74 Premium D VS2 61.8 58.0 2897.0 5.81 5.77 3.58
1.12 Premium J SI2 60.6 59.0 2898.0 6.68 6.61 4.03

Note that columns of type string are not in the scatter plot!

diamondsDF.printSchema // Ctrl+Enter

root
 |-- carat: double (nullable = true)
 |-- cut: string (nullable = true)
 |-- color: string (nullable = true)
 |-- clarity: string (nullable = true)
 |-- depth: double (nullable = true)
 |-- table: double (nullable = true)
 |-- price: double (nullable = true)
 |-- x: double (nullable = true)
 |-- y: double (nullable = true)
 |-- z: double (nullable = true)

Let us run through some basic inteactive SQL queries next

  • HiveQL supports =, <, >, <=, >= and != operators. It also supports LIKE operator for fuzzy matching of Strings
  • Enclose Strings in single quotes
  • Multiple conditions can be combined using and and or
  • Enclose conditions in () for precedence
  • ...
  • ...

Why do I need to learn interactive SQL queries?

Such queries in the widely known declarative SQL language can help us explore the data and thereby inform the modeling process!!!

Using DataFrame API, we can apply a filter after select to transform the DataFrame diamondsDF to the new DataFrame diamondsDColoredDF.

Below, $ is an alias for column.

Let as select the columns named carat, colour, price where color value is equal to D.

val diamondsDColoredDF = diamondsDF.select("carat", "color", "price").filter($"color" === "D") // Shift+Enter

diamondsDColoredDF: org.apache.spark.sql.Dataset[org.apache.spark.sql.Row] = [carat: double, color: string ... 1 more field]

diamondsDColoredDF.show(10) // Ctrl+Enter

+-----+-----+-----+
|carat|color|price|
+-----+-----+-----+
| 0.23|    D|357.0|
| 0.23|    D|402.0|
| 0.26|    D|403.0|
| 0.26|    D|403.0|
| 0.26|    D|403.0|
| 0.22|    D|404.0|
|  0.3|    D|552.0|
|  0.3|    D|552.0|
|  0.3|    D|552.0|
| 0.24|    D|553.0|
+-----+-----+-----+
only showing top 10 rows

As you can see all the colors are now 'D'. But to really confirm this we can do the following for fun:

diamondsDColoredDF.select("color").distinct().show

+-----+
|color|
+-----+
|    D|
+-----+

Let's try to do the same in SQL for those who know SQL from before.

First we need to see if the table is registerd (not just the DataFrame), and if not we ened to register our DataFrame as a temporary table.

sqlContext.tables.show() // Ctrl+Enter to see available tables

+--------+--------------------+-----------+
|database|           tableName|isTemporary|
+--------+--------------------+-----------+
| default|fxdata_bco_usd_20...|      false|
| default|fxdata_xau_usd_20...|      false|
| default|power_plant_predi...|      false|
| default|    sentimentlex_csv|      false|
| default|        simple_range|      false|
| default|  social_media_usage|      false|
| default|social_media_usag...|      false|
+--------+--------------------+-----------+

Looks like diamonds is already there (if not just execute the following cell).

diamondsDF.createOrReplaceTempView("diamonds")

sqlContext.tables.show() // Ctrl+Enter to see available tables

+--------+--------------------+-----------+
|database|           tableName|isTemporary|
+--------+--------------------+-----------+
| default|fxdata_bco_usd_20...|      false|
| default|fxdata_xau_usd_20...|      false|
| default|power_plant_predi...|      false|
| default|    sentimentlex_csv|      false|
| default|        simple_range|      false|
| default|  social_media_usage|      false|
| default|social_media_usag...|      false|
|        |            diamonds|       true|
+--------+--------------------+-----------+

-- Shift+Enter to do the same in SQL
select carat, color, price from diamonds where color='D'
carat color price
0.23 D 357.0
0.23 D 402.0
0.26 D 403.0
0.26 D 403.0
0.26 D 403.0
0.22 D 404.0
0.3 D 552.0
0.3 D 552.0
0.3 D 552.0
0.24 D 553.0
0.26 D 554.0
0.26 D 554.0
0.26 D 554.0
0.75 D 2760.0
0.71 D 2762.0
0.61 D 2763.0
0.71 D 2764.0
0.71 D 2764.0
0.7 D 2767.0
0.71 D 2767.0
0.73 D 2768.0
0.7 D 2768.0
0.71 D 2768.0
0.71 D 2770.0
0.76 D 2770.0
0.73 D 2770.0
0.75 D 2773.0
0.7 D 2773.0
0.7 D 2777.0
0.53 D 2782.0
0.75 D 2782.0
0.72 D 2782.0
0.72 D 2782.0
0.7 D 2782.0
0.64 D 2787.0
0.71 D 2788.0
0.72 D 2795.0
0.71 D 2797.0
0.71 D 2797.0
0.71 D 2797.0
0.51 D 2797.0
0.78 D 2799.0
0.91 D 2803.0
0.7 D 2804.0
0.7 D 2804.0
0.72 D 2804.0
0.72 D 2804.0
0.73 D 2808.0
0.81 D 2809.0
0.74 D 2810.0
0.83 D 2811.0
0.71 D 2812.0
0.55 D 2815.0
0.71 D 2816.0
0.73 D 2821.0
0.71 D 2822.0
0.71 D 2822.0
0.7 D 2822.0
0.7 D 2822.0
0.71 D 2822.0
0.7 D 2822.0
0.7 D 2822.0
0.7 D 2822.0
0.7 D 2822.0
0.79 D 2823.0
0.71 D 2824.0
0.7 D 2826.0
0.7 D 2827.0
0.72 D 2827.0
0.7 D 2828.0
0.7 D 2833.0
0.7 D 2833.0
0.51 D 2834.0
0.92 D 2840.0
0.71 D 2841.0
0.73 D 2841.0
0.73 D 2841.0
0.71 D 2843.0
0.79 D 2846.0
0.76 D 2847.0
0.54 D 2848.0
0.75 D 2848.0
0.66 D 2851.0
0.79 D 2853.0
0.79 D 2853.0
0.74 D 2855.0
0.73 D 2858.0
0.71 D 2858.0
0.71 D 2858.0
0.7 D 2859.0
0.7 D 2859.0
0.7 D 2859.0
0.71 D 2860.0
0.71 D 2861.0
0.66 D 2861.0
0.7 D 2862.0
0.8 D 2862.0
0.71 D 2863.0
0.71 D 2863.0
0.71 D 2863.0
0.71 D 2863.0
0.71 D 2863.0
0.71 D 2863.0
0.71 D 2863.0
0.73 D 2865.0
0.56 D 2866.0
0.56 D 2866.0
0.7 D 2867.0
1.08 D 2869.0
0.7 D 2872.0
0.75 D 2872.0
0.7 D 2872.0
0.7 D 2872.0
0.7 D 2872.0
0.7 D 2872.0
0.71 D 2874.0
0.79 D 2878.0
0.74 D 2880.0
0.72 D 2883.0
0.77 D 2885.0
0.9 D 2885.0
0.71 D 2887.0
0.72 D 2891.0
0.71 D 2891.0
0.79 D 2896.0
0.77 D 2896.0
0.6 D 2897.0
0.54 D 2897.0
0.74 D 2897.0
0.75 D 2898.0
0.77 D 2898.0
0.72 D 2900.0
0.75 D 2903.0
0.75 D 2903.0
0.72 D 2903.0
0.72 D 2903.0
0.79 D 2904.0
0.53 D 2905.0
0.74 D 2906.0
0.32 D 558.0
0.7 D 2909.0
0.7 D 2909.0
0.71 D 2910.0
0.7 D 2913.0
0.71 D 2913.0
0.71 D 2913.0
0.71 D 2913.0
0.71 D 2913.0
0.71 D 2913.0
0.83 D 2918.0
0.71 D 2921.0
0.77 D 2922.0
0.77 D 2923.0
0.8 D 2925.0
0.81 D 2926.0
0.7 D 2928.0
0.59 D 2933.0
0.75 D 2933.0
0.71 D 2934.0
0.7 D 2936.0
0.77 D 2939.0
0.76 D 2942.0
0.73 D 2943.0
0.57 D 2945.0
0.78 D 2945.0
0.73 D 2947.0
0.73 D 2947.0
0.77 D 2949.0
0.71 D 2950.0
0.72 D 2951.0
0.72 D 2954.0
0.72 D 2954.0
0.75 D 2954.0
0.82 D 2954.0
0.7 D 2956.0
0.56 D 2959.0
0.7 D 2960.0
0.7 D 2960.0
0.7 D 2960.0
0.63 D 2962.0
0.71 D 2964.0
0.71 D 2968.0
0.77 D 2973.0
1.0 D 2974.0
0.76 D 2977.0
0.7 D 2980.0
0.7 D 2985.0
0.74 D 2987.0
0.83 D 2990.0
0.7 D 2991.0
0.72 D 2993.0
0.81 D 2994.0
0.73 D 2995.0
0.77 D 2996.0
0.7 D 2998.0
0.7 D 2999.0
0.72 D 3001.0
0.7 D 3001.0
0.7 D 3001.0
0.7 D 3001.0
0.71 D 3002.0
1.01 D 3003.0
0.65 D 3003.0
0.92 D 3004.0
0.55 D 3006.0
0.76 D 3007.0
0.7 D 3008.0
0.8 D 3011.0
0.77 D 3011.0
0.9 D 3013.0
0.73 D 3014.0
0.72 D 3016.0
0.5 D 3017.0
0.78 D 3019.0
0.71 D 3020.0
0.75 D 3024.0
0.75 D 3024.0
0.65 D 3025.0
0.71 D 3033.0
0.7 D 3033.0
0.7 D 3033.0
0.7 D 3033.0
0.78 D 3035.0
0.71 D 3035.0
0.74 D 3036.0
0.61 D 3036.0
0.77 D 3040.0
0.71 D 3045.0
0.72 D 3045.0
0.75 D 3046.0
0.73 D 3047.0
0.75 D 3048.0
0.72 D 3048.0
0.72 D 3048.0
0.66 D 3049.0
0.62 D 3050.0
0.7 D 3052.0
0.7 D 3053.0
0.7 D 3054.0
0.65 D 3056.0
0.92 D 3057.0
0.79 D 3058.0
0.72 D 3062.0
0.85 D 3066.0
0.7 D 3073.0
0.72 D 3075.0
0.72 D 3075.0
0.7 D 3075.0
0.76 D 3075.0
0.71 D 3077.0
0.71 D 3077.0
0.75 D 3078.0
0.83 D 3078.0
0.91 D 3079.0
0.79 D 3081.0
0.7 D 3082.0
0.8 D 3082.0
0.71 D 3084.0
0.75 D 3085.0
0.7 D 3087.0
0.7 D 3087.0
0.7 D 3087.0
0.74 D 3087.0
0.71 D 3090.0
0.71 D 3090.0
0.7 D 3092.0
0.7 D 3092.0
0.7 D 3092.0
0.7 D 3093.0
0.71 D 3096.0
0.71 D 3096.0
0.53 D 3097.0
0.72 D 3099.0
0.72 D 3102.0
0.66 D 3103.0
0.78 D 3103.0
0.75 D 3105.0
0.7 D 3107.0
0.79 D 3112.0
0.94 D 3125.0
0.57 D 3126.0
0.57 D 3126.0
0.7 D 3129.0
0.7 D 3131.0
0.71 D 3131.0
0.71 D 3135.0
0.71 D 3135.0
0.8 D 3135.0
0.81 D 3135.0
0.71 D 3136.0
0.71 D 3137.0
0.74 D 3138.0
0.72 D 3139.0
0.54 D 3139.0
0.73 D 3140.0
0.71 D 3145.0
0.84 D 3145.0
0.78 D 3145.0
0.75 D 3152.0
0.9 D 3153.0
0.71 D 3153.0
0.58 D 3154.0
0.8 D 3154.0
0.77 D 3158.0
0.82 D 3159.0
0.77 D 3160.0
0.81 D 3160.0
0.71 D 3161.0
0.71 D 3161.0
0.71 D 3161.0
0.77 D 3166.0
0.8 D 3173.0
0.72 D 3176.0
0.74 D 3177.0
0.72 D 3179.0
0.72 D 3179.0
0.72 D 3179.0
0.81 D 3179.0
0.73 D 3182.0
0.73 D 3182.0
0.7 D 3183.0
0.79 D 3185.0
0.73 D 3189.0
0.73 D 3189.0
0.71 D 3192.0
0.7 D 3193.0
0.54 D 3194.0
0.73 D 3195.0
0.8 D 3195.0
0.7 D 3199.0
0.71 D 3203.0
0.9 D 3205.0
0.9 D 3205.0
0.9 D 3205.0
0.9 D 3205.0
0.9 D 3205.0
0.9 D 3205.0
0.9 D 3205.0
0.72 D 3205.0
0.58 D 3206.0
0.83 D 3207.0
0.7 D 3208.0
0.79 D 3209.0
0.8 D 3210.0
0.7 D 3210.0
0.71 D 3212.0
0.78 D 3214.0
0.7 D 3214.0
0.95 D 3214.0
0.71 D 3217.0
0.71 D 3217.0
0.71 D 3217.0
0.52 D 3218.0
0.72 D 3219.0
0.72 D 3219.0
0.71 D 3222.0
0.71 D 3222.0
0.51 D 3223.0
0.8 D 3226.0
0.65 D 3228.0
0.7 D 3229.0
0.7 D 3229.0
0.7 D 3231.0
0.59 D 3234.0
0.71 D 3234.0
0.72 D 3236.0
0.7 D 3239.0
0.7 D 3239.0
0.7 D 3239.0
0.77 D 3241.0
0.79 D 3242.0
0.71 D 3245.0
0.84 D 3246.0
0.25 D 563.0
0.26 D 564.0
0.31 D 565.0
0.31 D 565.0
0.7 D 3247.0
0.52 D 3247.0
0.76 D 3248.0
0.73 D 3250.0
0.77 D 3251.0
0.71 D 3252.0
0.78 D 3253.0
0.73 D 3255.0
0.78 D 3258.0
0.9 D 3262.0
0.71 D 3262.0
0.84 D 3265.0
0.81 D 3266.0
0.7 D 3267.0
0.56 D 3270.0
0.79 D 3270.0
0.72 D 3275.0
0.92 D 3277.0
0.7 D 3278.0
0.52 D 3284.0
0.86 D 3284.0
0.7 D 3287.0
0.7 D 3287.0
0.77 D 3291.0
0.76 D 3293.0
0.74 D 3294.0
0.7 D 3296.0
0.91 D 3298.0
0.78 D 3298.0
0.78 D 3298.0
0.71 D 3299.0
1.0 D 3304.0
1.0 D 3304.0
1.0 D 3304.0
0.76 D 3306.0
0.76 D 3306.0
0.53 D 3307.0
0.73 D 3308.0
0.77 D 3309.0
0.31 D 565.0
0.31 D 565.0
0.8 D 3312.0
0.7 D 3312.0
0.8 D 3312.0
0.9 D 3312.0
0.9 D 3312.0
0.7 D 3312.0
0.9 D 3312.0
0.71 D 3316.0
0.73 D 3319.0
0.52 D 3321.0
0.71 D 3321.0
0.71 D 3321.0
0.72 D 3322.0
0.81 D 3324.0
0.78 D 3326.0
0.79 D 3328.0
0.71 D 3332.0
0.71 D 3333.0
0.92 D 3335.0
0.7 D 3335.0
0.61 D 3336.0
1.01 D 3337.0
0.77 D 3345.0
0.53 D 3346.0
0.73 D 3346.0
0.83 D 3347.0
0.91 D 3349.0
0.77 D 3351.0
0.76 D 3352.0
0.74 D 3353.0
0.76 D 3353.0
0.81 D 3353.0
0.82 D 3357.0
0.91 D 3357.0
0.7 D 3360.0
0.7 D 3361.0
0.7 D 3365.0
0.74 D 3365.0
0.71 D 3366.0
0.69 D 3369.0
0.9 D 3371.0
0.9 D 3371.0
0.71 D 3372.0
0.52 D 3373.0
0.7 D 3375.0
0.72 D 3375.0
0.5 D 3378.0
0.5 D 3378.0
0.6 D 3382.0
0.27 D 567.0
0.31 D 567.0
0.33 D 567.0
0.33 D 567.0
0.33 D 567.0
0.3 D 568.0
0.9 D 3382.0
0.95 D 3384.0
0.76 D 3384.0
0.78 D 3389.0
0.88 D 3390.0
0.61 D 3397.0
0.85 D 3398.0
0.76 D 3401.0
0.91 D 3403.0
0.71 D 3406.0
0.71 D 3406.0
0.91 D 3408.0
0.7 D 3410.0
0.73 D 3411.0
0.73 D 3412.0
0.8 D 3419.0
0.7 D 3419.0
0.96 D 3419.0
0.96 D 3419.0
0.71 D 3420.0
0.9 D 3425.0
0.7 D 3425.0
0.77 D 3428.0
0.77 D 3428.0
0.77 D 3428.0
0.77 D 3428.0
0.79 D 3432.0
0.73 D 3440.0
0.8 D 3441.0
0.53 D 3442.0
0.77 D 3442.0
0.76 D 3443.0
0.76 D 3443.0
0.51 D 3446.0
0.51 D 3446.0
0.7 D 3448.0
0.72 D 3450.0
0.3 D 568.0
0.74 D 3454.0
0.78 D 3454.0
0.7 D 3454.0
0.75 D 3456.0
0.72 D 3459.0
0.74 D 3461.0
0.81 D 3462.0
0.91 D 3463.0
0.7 D 3463.0
0.73 D 3464.0
0.56 D 3465.0
0.71 D 3465.0
0.73 D 3467.0
0.55 D 3468.0
0.55 D 3468.0
0.55 D 3468.0
0.7 D 3471.0
0.7 D 3471.0
0.7 D 3471.0
0.9 D 3473.0
0.9 D 3473.0
0.9 D 3473.0
0.9 D 3473.0
0.9 D 3473.0
0.78 D 3473.0
0.74 D 3476.0
0.7 D 3477.0
0.71 D 3479.0
0.96 D 3480.0
0.74 D 3487.0
0.77 D 3489.0
0.77 D 3489.0
0.72 D 3493.0
0.54 D 3494.0
0.72 D 3495.0
0.56 D 3496.0
0.74 D 3498.0
0.7 D 3501.0
0.8 D 3502.0
0.71 D 3502.0
0.71 D 3502.0
0.71 D 3502.0
0.9 D 3505.0
0.55 D 3509.0
0.73 D 3509.0
0.91 D 3511.0
0.74 D 3517.0
0.53 D 3517.0
0.71 D 3518.0
0.72 D 3522.0
0.71 D 3524.0
0.73 D 3528.0
0.7 D 3529.0
0.32 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.9 D 3534.0
0.9 D 3534.0
0.9 D 3534.0
0.9 D 3534.0
0.78 D 3534.0
0.7 D 3535.0
0.93 D 3540.0
0.71 D 3540.0
0.72 D 3543.0
0.72 D 3550.0
0.92 D 3550.0
0.72 D 3554.0
0.83 D 3556.0
0.83 D 3556.0
0.73 D 3557.0
0.7 D 3561.0
0.75 D 3562.0
0.8 D 3564.0
0.9 D 3567.0
0.7 D 3567.0
0.9 D 3568.0
0.72 D 3568.0
1.0 D 3569.0
0.72 D 3570.0
0.6 D 3570.0
0.91 D 3573.0
0.71 D 3576.0
0.9 D 3578.0
0.9 D 3579.0
0.76 D 3581.0
0.71 D 3582.0
0.97 D 3585.0
1.11 D 3589.0
0.82 D 3593.0
0.78 D 3595.0
0.8 D 3597.0
0.72 D 3601.0
1.01 D 3604.0
0.9 D 3604.0
1.01 D 3605.0
0.79 D 3605.0
1.03 D 3607.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.92 D 3613.0
0.73 D 3615.0
0.7 D 3618.0
0.7 D 3618.0
0.71 D 3618.0
0.72 D 3619.0
0.73 D 3620.0
0.7 D 3622.0
0.7 D 3622.0
0.72 D 3622.0
0.72 D 3622.0
0.75 D 3625.0
0.61 D 3625.0
0.72 D 3629.0
0.9 D 3632.0
0.94 D 3634.0
1.0 D 3634.0
1.0 D 3634.0
1.0 D 3634.0
1.0 D 3634.0
0.9 D 3643.0
0.77 D 3643.0
1.16 D 3644.0
0.77 D 3644.0
1.11 D 3655.0
0.91 D 3660.0
0.87 D 3664.0
0.7 D 3668.0
0.78 D 3668.0
0.74 D 3668.0
0.85 D 3669.0
0.71 D 3670.0
1.01 D 3671.0
1.01 D 3671.0
0.78 D 3672.0
0.73 D 3673.0
0.71 D 3674.0
0.71 D 3674.0
1.03 D 3675.0
0.75 D 3679.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.8 D 3682.0
0.84 D 3685.0
0.9 D 3689.0
0.9 D 3689.0
0.9 D 3689.0
0.9 D 3689.0
0.9 D 3689.0
0.9 D 3689.0
0.71 D 3690.0
0.94 D 3691.0
0.75 D 3696.0
0.9 D 3706.0
0.92 D 3707.0
0.86 D 3709.0
1.16 D 3711.0
0.75 D 3712.0
0.71 D 3716.0
0.71 D 3718.0
0.77 D 3721.0
0.72 D 3722.0
0.91 D 3730.0
0.91 D 3730.0
0.91 D 3730.0
0.58 D 3732.0
0.76 D 3732.0
0.73 D 3735.0
0.78 D 3736.0
0.7 D 3737.0
0.9 D 3740.0
0.9 D 3740.0
0.9 D 3740.0
0.9 D 3740.0
0.58 D 3741.0
0.87 D 3742.0
1.09 D 3742.0
1.03 D 3743.0
1.03 D 3743.0
0.93 D 3744.0
0.74 D 3746.0
0.3 D 574.0
0.9 D 3751.0
0.7 D 3752.0
0.9 D 3755.0
0.9 D 3755.0
0.77 D 3755.0
0.61 D 3758.0
0.78 D 3763.0
0.91 D 3763.0
1.0 D 3767.0
1.02 D 3769.0
1.02 D 3773.0
0.83 D 3774.0
1.04 D 3780.0
1.04 D 3780.0
0.9 D 3780.0
1.04 D 3780.0
1.5 D 3780.0
0.91 D 3781.0
0.91 D 3781.0
0.77 D 3787.0
0.7 D 3788.0
0.9 D 3789.0
0.59 D 3791.0
0.91 D 3796.0
0.79 D 3798.0
0.9 D 3798.0
0.9 D 3798.0
0.9 D 3798.0
0.71 D 3799.0
0.78 D 3800.0
0.71 D 3801.0
0.9 D 3806.0
0.9 D 3806.0
0.9 D 3806.0
0.84 D 3809.0
0.78 D 3811.0
0.74 D 3812.0
0.53 D 3812.0
0.93 D 3812.0
0.9 D 3812.0
0.9 D 3812.0
0.9 D 3812.0
0.93 D 3812.0
0.74 D 3813.0
1.18 D 3816.0
0.84 D 3816.0
1.05 D 3816.0
0.79 D 3818.0
0.9 D 3818.0
0.3 D 574.0
0.3 D 574.0
0.3 D 574.0
0.3 D 574.0
0.3 D 574.0
0.3 D 574.0
0.3 D 574.0
0.3 D 574.0
0.3 D 574.0
0.3 D 574.0
0.3 D 574.0
0.3 D 574.0
0.85 D 3821.0
0.92 D 3823.0
0.53 D 3827.0
0.91 D 3828.0
0.63 D 3832.0
0.91 D 3837.0
0.77 D 3837.0
0.71 D 3838.0
1.02 D 3838.0
1.02 D 3839.0
0.93 D 3839.0
0.7 D 3840.0
1.02 D 3842.0
0.92 D 3843.0
0.9 D 3847.0
0.91 D 3848.0
0.91 D 3848.0
0.91 D 3848.0
0.6 D 3850.0
0.81 D 3852.0
0.91 D 3855.0
0.73 D 3856.0
0.71 D 3856.0
0.74 D 3858.0
0.94 D 3862.0
0.78 D 3864.0
1.17 D 3866.0
0.9 D 3871.0
1.01 D 3871.0
0.87 D 3873.0
0.92 D 3877.0
0.71 D 3877.0
0.9 D 3880.0
0.9 D 3880.0
0.9 D 3880.0
0.93 D 3880.0
1.13 D 3883.0
1.18 D 3886.0
0.91 D 3889.0
0.3 D 574.0
0.3 D 574.0
0.3 D 574.0
0.3 D 574.0
0.3 D 574.0
0.3 D 574.0
0.25 D 575.0
0.27 D 575.0
0.25 D 575.0
1.09 D 3890.0
0.92 D 3891.0
1.0 D 3894.0
0.76 D 3894.0
0.72 D 3896.0
1.18 D 3899.0
1.02 D 3909.0
1.02 D 3909.0
0.91 D 3910.0
0.91 D 3911.0
0.66 D 3915.0
0.92 D 3916.0
0.9 D 3918.0
0.7 D 3920.0
0.78 D 3923.0
0.9 D 3931.0
1.01 D 3932.0
0.83 D 3933.0
0.92 D 3936.0
0.73 D 3937.0
0.91 D 3943.0
0.9 D 3945.0
0.91 D 3949.0
1.14 D 3950.0
0.76 D 3950.0
0.71 D 3952.0
0.91 D 3958.0
1.01 D 3959.0
0.75 D 3961.0
1.09 D 3961.0
0.88 D 3962.0
1.0 D 3965.0
1.0 D 3965.0
1.0 D 3965.0
1.0 D 3965.0
1.0 D 3965.0
0.33 D 575.0
1.0 D 3965.0
0.77 D 3966.0
0.62 D 3968.0
1.02 D 3971.0
0.9 D 3975.0
0.9 D 3975.0
1.23 D 3977.0
0.77 D 3980.0
0.73 D 3980.0
0.83 D 3984.0
0.9 D 3989.0
0.96 D 3989.0
0.9 D 3990.0
0.93 D 3990.0
0.83 D 3990.0
0.92 D 3997.0
0.9 D 3997.0
0.9 D 3997.0
0.9 D 3997.0
0.9 D 3997.0
0.9 D 3997.0
0.7 D 4003.0
1.01 D 4004.0
0.75 D 4007.0
0.9 D 4007.0
0.9 D 4007.0
0.87 D 4012.0
0.71 D 4014.0
0.7 D 4022.0
0.65 D 4022.0
1.14 D 4022.0
0.56 D 4025.0
0.71 D 4029.0
0.71 D 4029.0
0.71 D 4029.0
0.71 D 4029.0
0.71 D 4029.0
0.57 D 4032.0
0.77 D 4037.0
0.77 D 4039.0
0.74 D 4040.0
0.91 D 4041.0
0.54 D 4042.0
1.02 D 4044.0
1.02 D 4044.0
1.02 D 4044.0
0.72 D 4047.0
1.23 D 4050.0
0.91 D 4051.0
0.91 D 4051.0
0.91 D 4051.0
0.96 D 4060.0
1.01 D 4064.0
1.0 D 4065.0
0.91 D 4067.0
0.9 D 4068.0
0.9 D 4068.0
0.9 D 4068.0
0.9 D 4068.0
0.9 D 4068.0
0.9 D 4068.0
1.12 D 4071.0
1.01 D 4072.0
0.9 D 4078.0
0.9 D 4078.0
0.9 D 4078.0
0.72 D 4082.0
0.72 D 4082.0
0.64 D 4084.0
0.92 D 4086.0
0.81 D 4087.0
0.7 D 4095.0
0.92 D 4096.0
0.92 D 4096.0
0.25 D 410.0
0.23 D 411.0
0.27 D 413.0
0.3 D 413.0
0.3 D 413.0
0.23 D 577.0
0.91 D 4107.0
0.91 D 4107.0
0.87 D 4108.0
0.91 D 4113.0
0.82 D 4113.0
0.9 D 4114.0
0.73 D 4116.0
0.9 D 4117.0
1.01 D 4118.0
0.9 D 4120.0
0.91 D 4123.0
0.91 D 4123.0
0.91 D 4123.0
1.04 D 4123.0
0.9 D 4128.0
0.9 D 4130.0
0.9 D 4133.0
0.73 D 4134.0
0.73 D 4134.0
0.82 D 4135.0
0.82 D 4135.0
1.12 D 4139.0
0.93 D 4140.0
0.93 D 4140.0
0.92 D 4150.0
0.76 D 4150.0
1.0 D 4155.0
1.06 D 4155.0
0.92 D 4158.0
0.92 D 4158.0
0.83 D 4159.0
0.59 D 4161.0
0.93 D 4165.0
0.91 D 4165.0
0.9 D 4167.0
0.92 D 4168.0
0.92 D 4168.0
1.19 D 4168.0
0.8 D 4170.0
0.6 D 4172.0
1.03 D 4177.0
0.9 D 4178.0

Alternatively, one could just write the SQL statement in scala to create a new DataFrame diamondsDColoredDF_FromTable from the table diamonds and display it, as follows:

val diamondsDColoredDF_FromTable = sqlContext.sql("select carat, color, price from diamonds where color='D'") // Shift+Enter

diamondsDColoredDF_FromTable: org.apache.spark.sql.DataFrame = [carat: double, color: string ... 1 more field]

// or if you like use upper case for SQL then this is equivalent
val diamondsDColoredDF_FromTable = sqlContext.sql("SELECT carat, color, price FROM diamonds WHERE color='D'") // Shift+Enter

diamondsDColoredDF_FromTable: org.apache.spark.sql.DataFrame = [carat: double, color: string ... 1 more field]

// from version 2.x onwards you can call from SparkSession, the pre-made spark in spark-shell or databricks notebook
val diamondsDColoredDF_FromTable = spark.sql("SELECT carat, color, price FROM diamonds WHERE color='D'") // Shift+Enter

diamondsDColoredDF_FromTable: org.apache.spark.sql.DataFrame = [carat: double, color: string ... 1 more field]

display(diamondsDColoredDF_FromTable) // Ctrl+Enter to see the same DF!
carat color price
0.23 D 357.0
0.23 D 402.0
0.26 D 403.0
0.26 D 403.0
0.26 D 403.0
0.22 D 404.0
0.3 D 552.0
0.3 D 552.0
0.3 D 552.0
0.24 D 553.0
0.26 D 554.0
0.26 D 554.0
0.26 D 554.0
0.75 D 2760.0
0.71 D 2762.0
0.61 D 2763.0
0.71 D 2764.0
0.71 D 2764.0
0.7 D 2767.0
0.71 D 2767.0
0.73 D 2768.0
0.7 D 2768.0
0.71 D 2768.0
0.71 D 2770.0
0.76 D 2770.0
0.73 D 2770.0
0.75 D 2773.0
0.7 D 2773.0
0.7 D 2777.0
0.53 D 2782.0
0.75 D 2782.0
0.72 D 2782.0
0.72 D 2782.0
0.7 D 2782.0
0.64 D 2787.0
0.71 D 2788.0
0.72 D 2795.0
0.71 D 2797.0
0.71 D 2797.0
0.71 D 2797.0
0.51 D 2797.0
0.78 D 2799.0
0.91 D 2803.0
0.7 D 2804.0
0.7 D 2804.0
0.72 D 2804.0
0.72 D 2804.0
0.73 D 2808.0
0.81 D 2809.0
0.74 D 2810.0
0.83 D 2811.0
0.71 D 2812.0
0.55 D 2815.0
0.71 D 2816.0
0.73 D 2821.0
0.71 D 2822.0
0.71 D 2822.0
0.7 D 2822.0
0.7 D 2822.0
0.71 D 2822.0
0.7 D 2822.0
0.7 D 2822.0
0.7 D 2822.0
0.7 D 2822.0
0.79 D 2823.0
0.71 D 2824.0
0.7 D 2826.0
0.7 D 2827.0
0.72 D 2827.0
0.7 D 2828.0
0.7 D 2833.0
0.7 D 2833.0
0.51 D 2834.0
0.92 D 2840.0
0.71 D 2841.0
0.73 D 2841.0
0.73 D 2841.0
0.71 D 2843.0
0.79 D 2846.0
0.76 D 2847.0
0.54 D 2848.0
0.75 D 2848.0
0.66 D 2851.0
0.79 D 2853.0
0.79 D 2853.0
0.74 D 2855.0
0.73 D 2858.0
0.71 D 2858.0
0.71 D 2858.0
0.7 D 2859.0
0.7 D 2859.0
0.7 D 2859.0
0.71 D 2860.0
0.71 D 2861.0
0.66 D 2861.0
0.7 D 2862.0
0.8 D 2862.0
0.71 D 2863.0
0.71 D 2863.0
0.71 D 2863.0
0.71 D 2863.0
0.71 D 2863.0
0.71 D 2863.0
0.71 D 2863.0
0.73 D 2865.0
0.56 D 2866.0
0.56 D 2866.0
0.7 D 2867.0
1.08 D 2869.0
0.7 D 2872.0
0.75 D 2872.0
0.7 D 2872.0
0.7 D 2872.0
0.7 D 2872.0
0.7 D 2872.0
0.71 D 2874.0
0.79 D 2878.0
0.74 D 2880.0
0.72 D 2883.0
0.77 D 2885.0
0.9 D 2885.0
0.71 D 2887.0
0.72 D 2891.0
0.71 D 2891.0
0.79 D 2896.0
0.77 D 2896.0
0.6 D 2897.0
0.54 D 2897.0
0.74 D 2897.0
0.75 D 2898.0
0.77 D 2898.0
0.72 D 2900.0
0.75 D 2903.0
0.75 D 2903.0
0.72 D 2903.0
0.72 D 2903.0
0.79 D 2904.0
0.53 D 2905.0
0.74 D 2906.0
0.32 D 558.0
0.7 D 2909.0
0.7 D 2909.0
0.71 D 2910.0
0.7 D 2913.0
0.71 D 2913.0
0.71 D 2913.0
0.71 D 2913.0
0.71 D 2913.0
0.71 D 2913.0
0.83 D 2918.0
0.71 D 2921.0
0.77 D 2922.0
0.77 D 2923.0
0.8 D 2925.0
0.81 D 2926.0
0.7 D 2928.0
0.59 D 2933.0
0.75 D 2933.0
0.71 D 2934.0
0.7 D 2936.0
0.77 D 2939.0
0.76 D 2942.0
0.73 D 2943.0
0.57 D 2945.0
0.78 D 2945.0
0.73 D 2947.0
0.73 D 2947.0
0.77 D 2949.0
0.71 D 2950.0
0.72 D 2951.0
0.72 D 2954.0
0.72 D 2954.0
0.75 D 2954.0
0.82 D 2954.0
0.7 D 2956.0
0.56 D 2959.0
0.7 D 2960.0
0.7 D 2960.0
0.7 D 2960.0
0.63 D 2962.0
0.71 D 2964.0
0.71 D 2968.0
0.77 D 2973.0
1.0 D 2974.0
0.76 D 2977.0
0.7 D 2980.0
0.7 D 2985.0
0.74 D 2987.0
0.83 D 2990.0
0.7 D 2991.0
0.72 D 2993.0
0.81 D 2994.0
0.73 D 2995.0
0.77 D 2996.0
0.7 D 2998.0
0.7 D 2999.0
0.72 D 3001.0
0.7 D 3001.0
0.7 D 3001.0
0.7 D 3001.0
0.71 D 3002.0
1.01 D 3003.0
0.65 D 3003.0
0.92 D 3004.0
0.55 D 3006.0
0.76 D 3007.0
0.7 D 3008.0
0.8 D 3011.0
0.77 D 3011.0
0.9 D 3013.0
0.73 D 3014.0
0.72 D 3016.0
0.5 D 3017.0
0.78 D 3019.0
0.71 D 3020.0
0.75 D 3024.0
0.75 D 3024.0
0.65 D 3025.0
0.71 D 3033.0
0.7 D 3033.0
0.7 D 3033.0
0.7 D 3033.0
0.78 D 3035.0
0.71 D 3035.0
0.74 D 3036.0
0.61 D 3036.0
0.77 D 3040.0
0.71 D 3045.0
0.72 D 3045.0
0.75 D 3046.0
0.73 D 3047.0
0.75 D 3048.0
0.72 D 3048.0
0.72 D 3048.0
0.66 D 3049.0
0.62 D 3050.0
0.7 D 3052.0
0.7 D 3053.0
0.7 D 3054.0
0.65 D 3056.0
0.92 D 3057.0
0.79 D 3058.0
0.72 D 3062.0
0.85 D 3066.0
0.7 D 3073.0
0.72 D 3075.0
0.72 D 3075.0
0.7 D 3075.0
0.76 D 3075.0
0.71 D 3077.0
0.71 D 3077.0
0.75 D 3078.0
0.83 D 3078.0
0.91 D 3079.0
0.79 D 3081.0
0.7 D 3082.0
0.8 D 3082.0
0.71 D 3084.0
0.75 D 3085.0
0.7 D 3087.0
0.7 D 3087.0
0.7 D 3087.0
0.74 D 3087.0
0.71 D 3090.0
0.71 D 3090.0
0.7 D 3092.0
0.7 D 3092.0
0.7 D 3092.0
0.7 D 3093.0
0.71 D 3096.0
0.71 D 3096.0
0.53 D 3097.0
0.72 D 3099.0
0.72 D 3102.0
0.66 D 3103.0
0.78 D 3103.0
0.75 D 3105.0
0.7 D 3107.0
0.79 D 3112.0
0.94 D 3125.0
0.57 D 3126.0
0.57 D 3126.0
0.7 D 3129.0
0.7 D 3131.0
0.71 D 3131.0
0.71 D 3135.0
0.71 D 3135.0
0.8 D 3135.0
0.81 D 3135.0
0.71 D 3136.0
0.71 D 3137.0
0.74 D 3138.0
0.72 D 3139.0
0.54 D 3139.0
0.73 D 3140.0
0.71 D 3145.0
0.84 D 3145.0
0.78 D 3145.0
0.75 D 3152.0
0.9 D 3153.0
0.71 D 3153.0
0.58 D 3154.0
0.8 D 3154.0
0.77 D 3158.0
0.82 D 3159.0
0.77 D 3160.0
0.81 D 3160.0
0.71 D 3161.0
0.71 D 3161.0
0.71 D 3161.0
0.77 D 3166.0
0.8 D 3173.0
0.72 D 3176.0
0.74 D 3177.0
0.72 D 3179.0
0.72 D 3179.0
0.72 D 3179.0
0.81 D 3179.0
0.73 D 3182.0
0.73 D 3182.0
0.7 D 3183.0
0.79 D 3185.0
0.73 D 3189.0
0.73 D 3189.0
0.71 D 3192.0
0.7 D 3193.0
0.54 D 3194.0
0.73 D 3195.0
0.8 D 3195.0
0.7 D 3199.0
0.71 D 3203.0
0.9 D 3205.0
0.9 D 3205.0
0.9 D 3205.0
0.9 D 3205.0
0.9 D 3205.0
0.9 D 3205.0
0.9 D 3205.0
0.72 D 3205.0
0.58 D 3206.0
0.83 D 3207.0
0.7 D 3208.0
0.79 D 3209.0
0.8 D 3210.0
0.7 D 3210.0
0.71 D 3212.0
0.78 D 3214.0
0.7 D 3214.0
0.95 D 3214.0
0.71 D 3217.0
0.71 D 3217.0
0.71 D 3217.0
0.52 D 3218.0
0.72 D 3219.0
0.72 D 3219.0
0.71 D 3222.0
0.71 D 3222.0
0.51 D 3223.0
0.8 D 3226.0
0.65 D 3228.0
0.7 D 3229.0
0.7 D 3229.0
0.7 D 3231.0
0.59 D 3234.0
0.71 D 3234.0
0.72 D 3236.0
0.7 D 3239.0
0.7 D 3239.0
0.7 D 3239.0
0.77 D 3241.0
0.79 D 3242.0
0.71 D 3245.0
0.84 D 3246.0
0.25 D 563.0
0.26 D 564.0
0.31 D 565.0
0.31 D 565.0
0.7 D 3247.0
0.52 D 3247.0
0.76 D 3248.0
0.73 D 3250.0
0.77 D 3251.0
0.71 D 3252.0
0.78 D 3253.0
0.73 D 3255.0
0.78 D 3258.0
0.9 D 3262.0
0.71 D 3262.0
0.84 D 3265.0
0.81 D 3266.0
0.7 D 3267.0
0.56 D 3270.0
0.79 D 3270.0
0.72 D 3275.0
0.92 D 3277.0
0.7 D 3278.0
0.52 D 3284.0
0.86 D 3284.0
0.7 D 3287.0
0.7 D 3287.0
0.77 D 3291.0
0.76 D 3293.0
0.74 D 3294.0
0.7 D 3296.0
0.91 D 3298.0
0.78 D 3298.0
0.78 D 3298.0
0.71 D 3299.0
1.0 D 3304.0
1.0 D 3304.0
1.0 D 3304.0
0.76 D 3306.0
0.76 D 3306.0
0.53 D 3307.0
0.73 D 3308.0
0.77 D 3309.0
0.31 D 565.0
0.31 D 565.0
0.8 D 3312.0
0.7 D 3312.0
0.8 D 3312.0
0.9 D 3312.0
0.9 D 3312.0
0.7 D 3312.0
0.9 D 3312.0
0.71 D 3316.0
0.73 D 3319.0
0.52 D 3321.0
0.71 D 3321.0
0.71 D 3321.0
0.72 D 3322.0
0.81 D 3324.0
0.78 D 3326.0
0.79 D 3328.0
0.71 D 3332.0
0.71 D 3333.0
0.92 D 3335.0
0.7 D 3335.0
0.61 D 3336.0
1.01 D 3337.0
0.77 D 3345.0
0.53 D 3346.0
0.73 D 3346.0
0.83 D 3347.0
0.91 D 3349.0
0.77 D 3351.0
0.76 D 3352.0
0.74 D 3353.0
0.76 D 3353.0
0.81 D 3353.0
0.82 D 3357.0
0.91 D 3357.0
0.7 D 3360.0
0.7 D 3361.0
0.7 D 3365.0
0.74 D 3365.0
0.71 D 3366.0
0.69 D 3369.0
0.9 D 3371.0
0.9 D 3371.0
0.71 D 3372.0
0.52 D 3373.0
0.7 D 3375.0
0.72 D 3375.0
0.5 D 3378.0
0.5 D 3378.0
0.6 D 3382.0
0.27 D 567.0
0.31 D 567.0
0.33 D 567.0
0.33 D 567.0
0.33 D 567.0
0.3 D 568.0
0.9 D 3382.0
0.95 D 3384.0
0.76 D 3384.0
0.78 D 3389.0
0.88 D 3390.0
0.61 D 3397.0
0.85 D 3398.0
0.76 D 3401.0
0.91 D 3403.0
0.71 D 3406.0
0.71 D 3406.0
0.91 D 3408.0
0.7 D 3410.0
0.73 D 3411.0
0.73 D 3412.0
0.8 D 3419.0
0.7 D 3419.0
0.96 D 3419.0
0.96 D 3419.0
0.71 D 3420.0
0.9 D 3425.0
0.7 D 3425.0
0.77 D 3428.0
0.77 D 3428.0
0.77 D 3428.0
0.77 D 3428.0
0.79 D 3432.0
0.73 D 3440.0
0.8 D 3441.0
0.53 D 3442.0
0.77 D 3442.0
0.76 D 3443.0
0.76 D 3443.0
0.51 D 3446.0
0.51 D 3446.0
0.7 D 3448.0
0.72 D 3450.0
0.3 D 568.0
0.74 D 3454.0
0.78 D 3454.0
0.7 D 3454.0
0.75 D 3456.0
0.72 D 3459.0
0.74 D 3461.0
0.81 D 3462.0
0.91 D 3463.0
0.7 D 3463.0
0.73 D 3464.0
0.56 D 3465.0
0.71 D 3465.0
0.73 D 3467.0
0.55 D 3468.0
0.55 D 3468.0
0.55 D 3468.0
0.7 D 3471.0
0.7 D 3471.0
0.7 D 3471.0
0.9 D 3473.0
0.9 D 3473.0
0.9 D 3473.0
0.9 D 3473.0
0.9 D 3473.0
0.78 D 3473.0
0.74 D 3476.0
0.7 D 3477.0
0.71 D 3479.0
0.96 D 3480.0
0.74 D 3487.0
0.77 D 3489.0
0.77 D 3489.0
0.72 D 3493.0
0.54 D 3494.0
0.72 D 3495.0
0.56 D 3496.0
0.74 D 3498.0
0.7 D 3501.0
0.8 D 3502.0
0.71 D 3502.0
0.71 D 3502.0
0.71 D 3502.0
0.9 D 3505.0
0.55 D 3509.0
0.73 D 3509.0
0.91 D 3511.0
0.74 D 3517.0
0.53 D 3517.0
0.71 D 3518.0
0.72 D 3522.0
0.71 D 3524.0
0.73 D 3528.0
0.7 D 3529.0
0.32 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.9 D 3534.0
0.9 D 3534.0
0.9 D 3534.0
0.9 D 3534.0
0.78 D 3534.0
0.7 D 3535.0
0.93 D 3540.0
0.71 D 3540.0
0.72 D 3543.0
0.72 D 3550.0
0.92 D 3550.0
0.72 D 3554.0
0.83 D 3556.0
0.83 D 3556.0
0.73 D 3557.0
0.7 D 3561.0
0.75 D 3562.0
0.8 D 3564.0
0.9 D 3567.0
0.7 D 3567.0
0.9 D 3568.0
0.72 D 3568.0
1.0 D 3569.0
0.72 D 3570.0
0.6 D 3570.0
0.91 D 3573.0
0.71 D 3576.0
0.9 D 3578.0
0.9 D 3579.0
0.76 D 3581.0
0.71 D 3582.0
0.97 D 3585.0
1.11 D 3589.0
0.82 D 3593.0
0.78 D 3595.0
0.8 D 3597.0
0.72 D 3601.0
1.01 D 3604.0
0.9 D 3604.0
1.01 D 3605.0
0.79 D 3605.0
1.03 D 3607.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.92 D 3613.0
0.73 D 3615.0
0.7 D 3618.0
0.7 D 3618.0
0.71 D 3618.0
0.72 D 3619.0
0.73 D 3620.0
0.7 D 3622.0
0.7 D 3622.0
0.72 D 3622.0
0.72 D 3622.0
0.75 D 3625.0
0.61 D 3625.0
0.72 D 3629.0
0.9 D 3632.0
0.94 D 3634.0
1.0 D 3634.0
1.0 D 3634.0
1.0 D 3634.0
1.0 D 3634.0
0.9 D 3643.0
0.77 D 3643.0
1.16 D 3644.0
0.77 D 3644.0
1.11 D 3655.0
0.91 D 3660.0
0.87 D 3664.0
0.7 D 3668.0
0.78 D 3668.0
0.74 D 3668.0
0.85 D 3669.0
0.71 D 3670.0
1.01 D 3671.0
1.01 D 3671.0
0.78 D 3672.0
0.73 D 3673.0
0.71 D 3674.0
0.71 D 3674.0
1.03 D 3675.0
0.75 D 3679.0
0.31 D 571.0
0.31 D 571.0
0.31 D 571.0
0.8 D 3682.0
0.84 D 3685.0
0.9 D 3689.0
0.9 D 3689.0
0.9 D 3689.0
0.9 D 3689.0
0.9 D 3689.0
0.9 D 3689.0
0.71 D 3690.0
0.94 D 3691.0
0.75 D 3696.0
0.9 D 3706.0
0.92 D 3707.0
0.86 D 3709.0
1.16 D 3711.0
0.75 D 3712.0
0.71 D 3716.0
0.71 D 3718.0
0.77 D 3721.0
0.72 D 3722.0
0.91 D 3730.0
0.91 D 3730.0
0.91 D 3730.0
0.58 D 3732.0
0.76 D 3732.0
0.73 D 3735.0
0.78 D 3736.0
0.7 D 3737.0
0.9 D 3740.0
0.9 D 3740.0
0.9 D 3740.0
0.9 D 3740.0
0.58 D 3741.0
0.87 D 3742.0
1.09 D 3742.0
1.03 D 3743.0
1.03 D 3743.0
0.93 D 3744.0
0.74 D 3746.0
0.3 D 574.0
0.9 D 3751.0
0.7 D 3752.0
0.9 D 3755.0
0.9 D 3755.0
0.77 D 3755.0
0.61 D 3758.0
0.78 D 3763.0
0.91 D 3763.0
1.0 D 3767.0
1.02 D 3769.0
1.02 D 3773.0
0.83 D 3774.0
1.04 D 3780.0
1.04 D 3780.0
0.9 D 3780.0
1.04 D 3780.0
1.5 D 3780.0
0.91 D 3781.0
0.91 D 3781.0
0.77 D 3787.0
0.7 D 3788.0
0.9 D 3789.0
0.59 D 3791.0
0.91 D 3796.0
0.79 D 3798.0
0.9 D 3798.0
0.9 D 3798.0
0.9 D 3798.0
0.71 D 3799.0
0.78 D 3800.0
0.71 D 3801.0
0.9 D 3806.0
0.9 D 3806.0
0.9 D 3806.0
0.84 D 3809.0
0.78 D 3811.0
0.74 D 3812.0
0.53 D 3812.0
0.93 D 3812.0
0.9 D 3812.0
0.9 D 3812.0
0.9 D 3812.0
0.93 D 3812.0
0.74 D 3813.0
1.18 D 3816.0
0.84 D 3816.0
1.05 D 3816.0
0.79 D 3818.0
0.9 D 3818.0
0.3 D 574.0
0.3 D 574.0
0.3 D 574.0
0.3 D 574.0
0.3 D 574.0
0.3 D 574.0
0.3 D 574.0
0.3 D 574.0
0.3 D 574.0
0.3 D 574.0
0.3 D 574.0
0.3 D 574.0
0.85 D 3821.0
0.92 D 3823.0
0.53 D 3827.0
0.91 D 3828.0
0.63 D 3832.0
0.91 D 3837.0
0.77 D 3837.0
0.71 D 3838.0
1.02 D 3838.0
1.02 D 3839.0
0.93 D 3839.0
0.7 D 3840.0
1.02 D 3842.0
0.92 D 3843.0
0.9 D 3847.0
0.91 D 3848.0
0.91 D 3848.0
0.91 D 3848.0
0.6 D 3850.0
0.81 D 3852.0
0.91 D 3855.0
0.73 D 3856.0
0.71 D 3856.0
0.74 D 3858.0
0.94 D 3862.0
0.78 D 3864.0
1.17 D 3866.0
0.9 D 3871.0
1.01 D 3871.0
0.87 D 3873.0
0.92 D 3877.0
0.71 D 3877.0
0.9 D 3880.0
0.9 D 3880.0
0.9 D 3880.0
0.93 D 3880.0
1.13 D 3883.0
1.18 D 3886.0
0.91 D 3889.0
0.3 D 574.0
0.3 D 574.0
0.3 D 574.0
0.3 D 574.0
0.3 D 574.0
0.3 D 574.0
0.25 D 575.0
0.27 D 575.0
0.25 D 575.0
1.09 D 3890.0
0.92 D 3891.0
1.0 D 3894.0
0.76 D 3894.0
0.72 D 3896.0
1.18 D 3899.0
1.02 D 3909.0
1.02 D 3909.0
0.91 D 3910.0
0.91 D 3911.0
0.66 D 3915.0
0.92 D 3916.0
0.9 D 3918.0
0.7 D 3920.0
0.78 D 3923.0
0.9 D 3931.0
1.01 D 3932.0
0.83 D 3933.0
0.92 D 3936.0
0.73 D 3937.0
0.91 D 3943.0
0.9 D 3945.0
0.91 D 3949.0
1.14 D 3950.0
0.76 D 3950.0
0.71 D 3952.0
0.91 D 3958.0
1.01 D 3959.0
0.75 D 3961.0
1.09 D 3961.0
0.88 D 3962.0
1.0 D 3965.0
1.0 D 3965.0
1.0 D 3965.0
1.0 D 3965.0
1.0 D 3965.0
0.33 D 575.0
1.0 D 3965.0
0.77 D 3966.0
0.62 D 3968.0
1.02 D 3971.0
0.9 D 3975.0
0.9 D 3975.0
1.23 D 3977.0
0.77 D 3980.0
0.73 D 3980.0
0.83 D 3984.0
0.9 D 3989.0
0.96 D 3989.0
0.9 D 3990.0
0.93 D 3990.0
0.83 D 3990.0
0.92 D 3997.0
0.9 D 3997.0
0.9 D 3997.0
0.9 D 3997.0
0.9 D 3997.0
0.9 D 3997.0
0.7 D 4003.0
1.01 D 4004.0
0.75 D 4007.0
0.9 D 4007.0
0.9 D 4007.0
0.87 D 4012.0
0.71 D 4014.0
0.7 D 4022.0
0.65 D 4022.0
1.14 D 4022.0
0.56 D 4025.0
0.71 D 4029.0
0.71 D 4029.0
0.71 D 4029.0
0.71 D 4029.0
0.71 D 4029.0
0.57 D 4032.0
0.77 D 4037.0
0.77 D 4039.0
0.74 D 4040.0
0.91 D 4041.0
0.54 D 4042.0
1.02 D 4044.0
1.02 D 4044.0
1.02 D 4044.0
0.72 D 4047.0
1.23 D 4050.0
0.91 D 4051.0
0.91 D 4051.0
0.91 D 4051.0
0.96 D 4060.0
1.01 D 4064.0
1.0 D 4065.0
0.91 D 4067.0
0.9 D 4068.0
0.9 D 4068.0
0.9 D 4068.0
0.9 D 4068.0
0.9 D 4068.0
0.9 D 4068.0
1.12 D 4071.0
1.01 D 4072.0
0.9 D 4078.0
0.9 D 4078.0
0.9 D 4078.0
0.72 D 4082.0
0.72 D 4082.0
0.64 D 4084.0
0.92 D 4086.0
0.81 D 4087.0
0.7 D 4095.0
0.92 D 4096.0
0.92 D 4096.0
0.25 D 410.0
0.23 D 411.0
0.27 D 413.0
0.3 D 413.0
0.3 D 413.0
0.23 D 577.0
0.91 D 4107.0
0.91 D 4107.0
0.87 D 4108.0
0.91 D 4113.0
0.82 D 4113.0
0.9 D 4114.0
0.73 D 4116.0
0.9 D 4117.0
1.01 D 4118.0
0.9 D 4120.0
0.91 D 4123.0
0.91 D 4123.0
0.91 D 4123.0
1.04 D 4123.0
0.9 D 4128.0
0.9 D 4130.0
0.9 D 4133.0
0.73 D 4134.0
0.73 D 4134.0
0.82 D 4135.0
0.82 D 4135.0
1.12 D 4139.0
0.93 D 4140.0
0.93 D 4140.0
0.92 D 4150.0
0.76 D 4150.0
1.0 D 4155.0
1.06 D 4155.0
0.92 D 4158.0
0.92 D 4158.0
0.83 D 4159.0
0.59 D 4161.0
0.93 D 4165.0
0.91 D 4165.0
0.9 D 4167.0
0.92 D 4168.0
0.92 D 4168.0
1.19 D 4168.0
0.8 D 4170.0
0.6 D 4172.0
1.03 D 4177.0
0.9 D 4178.0 
// You can also use the familiar wildchard character '%' when matching Strings
display(spark.sql("SELECT * FROM diamonds WHERE clarity LIKE 'V%'"))
carat cut color clarity depth table price x y z
0.23 Good E VS1 56.9 65.0 327.0 4.05 4.07 2.31
0.29 Premium I VS2 62.4 58.0 334.0 4.2 4.23 2.63
0.24 Very Good J VVS2 62.8 57.0 336.0 3.94 3.96 2.48
0.24 Very Good I VVS1 62.3 57.0 336.0 3.95 3.98 2.47
0.22 Fair E VS2 65.1 61.0 337.0 3.87 3.78 2.49
0.23 Very Good H VS1 59.4 61.0 338.0 4.0 4.05 2.39
0.23 Ideal J VS1 62.8 56.0 340.0 3.93 3.9 2.46
0.23 Very Good E VS2 63.8 55.0 352.0 3.85 3.92 2.48
0.23 Very Good H VS1 61.0 57.0 353.0 3.94 3.96 2.41
0.23 Very Good G VVS2 60.4 58.0 354.0 3.97 4.01 2.41
0.24 Premium I VS1 62.5 57.0 355.0 3.97 3.94 2.47
0.3 Very Good J VS2 62.2 57.0 357.0 4.28 4.3 2.67
0.23 Very Good D VS2 60.5 61.0 357.0 3.96 3.97 2.4
0.23 Very Good F VS1 60.9 57.0 357.0 3.96 3.99 2.42
0.23 Very Good F VS1 60.0 57.0 402.0 4.0 4.03 2.41
0.23 Very Good F VS1 59.8 57.0 402.0 4.04 4.06 2.42
0.23 Very Good E VS1 60.7 59.0 402.0 3.97 4.01 2.42
0.23 Very Good E VS1 59.5 58.0 402.0 4.01 4.06 2.4
0.23 Very Good D VS1 61.9 58.0 402.0 3.92 3.96 2.44
0.23 Good F VS1 58.2 59.0 402.0 4.06 4.08 2.37
0.23 Good E VS1 64.1 59.0 402.0 3.83 3.85 2.46
0.26 Very Good D VS2 60.8 59.0 403.0 4.13 4.16 2.52
0.26 Good D VS2 65.2 56.0 403.0 3.99 4.02 2.61
0.26 Good D VS1 58.4 63.0 403.0 4.19 4.24 2.46
0.25 Very Good E VS2 63.3 60.0 404.0 4.0 4.03 2.54
0.23 Ideal G VS1 61.9 54.0 404.0 3.93 3.95 2.44
0.22 Premium E VS2 61.6 58.0 404.0 3.93 3.89 2.41
0.22 Premium D VS2 59.3 62.0 404.0 3.91 3.88 2.31
0.35 Ideal I VS1 60.9 57.0 552.0 4.54 4.59 2.78
0.28 Ideal G VVS2 61.4 56.0 553.0 4.19 4.22 2.58
0.32 Ideal I VVS1 62.0 55.3 553.0 4.39 4.42 2.73
0.24 Premium E VVS1 60.7 58.0 553.0 4.01 4.03 2.44
0.24 Very Good D VVS1 61.5 60.0 553.0 3.97 4.0 2.45
0.26 Very Good F VVS2 59.2 60.0 554.0 4.19 4.22 2.49
0.26 Very Good E VVS2 59.9 58.0 554.0 4.15 4.23 2.51
0.26 Very Good D VVS2 62.4 54.0 554.0 4.08 4.13 2.56
0.26 Very Good D VVS2 62.8 60.0 554.0 4.01 4.05 2.53
0.26 Very Good E VVS1 62.6 59.0 554.0 4.06 4.09 2.55
0.26 Very Good E VVS1 63.4 59.0 554.0 4.0 4.04 2.55
0.26 Very Good D VVS1 62.1 60.0 554.0 4.03 4.12 2.53
0.26 Ideal E VVS2 62.9 58.0 554.0 4.02 4.06 2.54
0.26 Good E VVS1 57.9 60.0 554.0 4.22 4.25 2.45
0.24 Premium G VVS1 62.3 59.0 554.0 3.95 3.92 2.45
0.24 Premium H VVS1 61.2 58.0 554.0 4.01 3.96 2.44
0.24 Premium H VVS1 60.8 59.0 554.0 4.02 4.0 2.44
0.24 Premium H VVS2 60.7 58.0 554.0 4.07 4.04 2.46
0.7 Ideal G VS2 61.6 56.0 2757.0 5.7 5.67 3.5
0.71 Very Good E VS2 62.4 57.0 2759.0 5.68 5.73 3.56
0.7 Good E VS2 57.5 58.0 2759.0 5.85 5.9 3.38
0.7 Good F VS1 59.4 62.0 2759.0 5.71 5.76 3.4
0.75 Premium G VS2 61.7 58.0 2760.0 5.85 5.79 3.59
0.8 Ideal I VS1 62.9 56.0 2760.0 5.94 5.87 3.72
0.74 Ideal I VVS2 62.3 55.0 2761.0 5.77 5.81 3.61
0.59 Ideal E VVS2 62.0 55.0 2761.0 5.38 5.43 3.35
0.9 Premium I VS2 63.0 58.0 2761.0 6.16 6.12 3.87
0.73 Ideal F VS2 62.6 56.0 2762.0 5.77 5.74 3.6
0.73 Ideal F VS2 62.7 53.0 2762.0 5.8 5.75 3.62
0.71 Ideal G VS2 62.4 54.0 2762.0 5.72 5.76 3.58
0.7 Ideal E VS2 60.7 58.0 2762.0 5.73 5.76 3.49
0.7 Very Good F VS2 61.7 63.0 2762.0 5.64 5.61 3.47
0.7 Fair F VS2 64.5 57.0 2762.0 5.57 5.53 3.58
0.7 Fair F VS2 65.3 55.0 2762.0 5.63 5.58 3.66
0.7 Premium F VS2 61.6 60.0 2762.0 5.65 5.59 3.46
0.61 Very Good D VVS2 59.6 57.0 2763.0 5.56 5.58 3.32
0.77 Ideal H VS2 62.0 56.0 2763.0 5.89 5.86 3.64
0.7 Very Good E VS2 62.6 60.0 2765.0 5.62 5.65 3.53
0.77 Very Good H VS1 61.3 60.0 2765.0 5.88 5.9 3.61
0.63 Premium E VVS1 60.9 60.0 2765.0 5.52 5.55 3.37
0.71 Very Good F VS1 60.1 62.0 2765.0 5.74 5.77 3.46
0.71 Premium F VS1 61.8 59.0 2765.0 5.69 5.73 3.53
0.64 Ideal G VVS1 61.9 56.0 2766.0 5.53 5.56 3.43
0.71 Premium G VS2 60.9 57.0 2766.0 5.78 5.75 3.51
0.71 Premium G VS2 59.8 56.0 2766.0 5.89 5.81 3.5
0.7 Very Good D VS2 61.8 55.0 2767.0 5.68 5.72 3.52
0.7 Very Good F VS1 60.0 57.0 2767.0 5.8 5.87 3.5
0.7 Good H VVS2 62.1 64.0 2767.0 5.62 5.65 3.5
0.71 Very Good G VS1 63.3 59.0 2768.0 5.52 5.61 3.52
0.71 Premium D VS2 62.5 60.0 2770.0 5.65 5.61 3.52
0.73 Premium G VS2 61.4 59.0 2770.0 5.83 5.76 3.56
0.73 Premium G VS2 60.7 58.0 2770.0 5.87 5.82 3.55
0.73 Premium G VS1 61.5 58.0 2770.0 5.79 5.75 3.55
0.73 Premium G VS2 59.2 59.0 2770.0 5.92 5.87 3.49
0.72 Very Good H VVS2 60.3 56.0 2771.0 5.81 5.83 3.51
0.71 Ideal G VS2 61.9 57.0 2771.0 5.73 5.77 3.56
0.73 Very Good H VVS1 60.4 59.0 2772.0 5.83 5.89 3.54
0.58 Ideal G VVS1 61.5 55.0 2772.0 5.39 5.44 3.33
0.58 Ideal F VVS1 61.7 56.0 2772.0 5.33 5.37 3.3
0.71 Good E VS2 59.2 61.0 2772.0 5.8 5.88 3.46
0.7 Premium D VS2 58.0 62.0 2773.0 5.87 5.78 3.38
0.6 Ideal E VS1 61.7 55.0 2774.0 5.41 5.44 3.35
0.83 Good I VS2 64.6 54.0 2774.0 5.85 5.88 3.79
0.74 Very Good F VS2 61.3 61.0 2775.0 5.8 5.84 3.57
0.72 Very Good G VS2 63.7 56.4 2776.0 5.62 5.69 3.61
0.71 Premium E VS2 62.7 58.0 2776.0 5.74 5.68 3.58
0.71 Ideal E VS2 62.2 57.0 2776.0 5.79 5.62 3.55
0.54 Ideal E VVS2 61.6 56.0 2776.0 5.25 5.27 3.24
0.54 Ideal E VVS2 61.5 57.0 2776.0 5.24 5.26 3.23
0.72 Good G VS2 59.7 60.5 2776.0 5.8 5.84 3.47
0.7 Very Good D VS1 62.7 58.0 2777.0 5.66 5.73 3.57
0.71 Premium F VS2 62.1 58.0 2777.0 5.67 5.7 3.53
0.71 Very Good F VS2 62.8 57.0 2777.0 5.64 5.69 3.56
0.71 Good F VS2 63.8 58.0 2777.0 5.61 5.64 3.59
0.71 Good F VS2 57.8 60.0 2777.0 5.87 5.9 3.4
0.7 Ideal E VS2 62.1 55.0 2777.0 5.7 5.67 3.53
0.7 Premium E VS2 61.1 60.0 2777.0 5.71 5.64 3.47
0.7 Good E VS2 64.1 59.0 2777.0 5.64 5.59 3.6
0.52 Ideal F VVS1 61.3 55.0 2778.0 5.19 5.22 3.19
0.73 Very Good H VS2 60.8 56.0 2779.0 5.82 5.84 3.55
0.7 Very Good F VS2 63.6 57.0 2780.0 5.61 5.65 3.58
0.77 Premium G VS2 61.2 58.0 2780.0 5.9 5.93 3.62
0.71 Ideal F VS2 62.1 54.0 2780.0 5.68 5.72 3.54
0.74 Ideal G VS1 61.5 55.0 2780.0 5.81 5.86 3.59
0.7 Ideal G VS1 61.4 59.0 2780.0 5.64 5.73 3.49
0.72 Very Good H VS1 60.6 63.0 2782.0 5.83 5.76 3.51
0.53 Very Good D VVS2 57.5 64.0 2782.0 5.34 5.37 3.08
0.76 Ideal G VS2 61.3 56.0 2782.0 5.9 5.94 3.63
0.7 Good E VS1 57.2 62.0 2782.0 5.81 5.77 3.31
0.7 Premium E VS1 62.9 60.0 2782.0 5.62 5.54 3.51
0.72 Very Good F VS2 63.0 54.0 2784.0 5.69 5.73 3.6
0.79 Very Good H VS1 63.7 56.0 2784.0 5.85 5.92 3.75
0.72 Very Good F VS2 63.6 58.0 2787.0 5.66 5.69 3.61
0.51 Ideal F VVS1 62.0 57.0 2787.0 5.11 5.15 3.18
0.64 Ideal D VS1 61.5 56.0 2787.0 5.54 5.55 3.41
0.7 Very Good H VVS1 60.5 60.0 2788.0 5.74 5.77 3.48
0.83 Very Good I VS1 61.1 60.0 2788.0 6.07 6.1 3.72
0.76 Ideal I VVS2 61.8 56.0 2788.0 5.85 5.87 3.62
0.71 Good D VS2 63.3 56.0 2788.0 5.64 5.68 3.58
0.77 Good G VS1 59.4 64.0 2788.0 5.97 5.92 3.53
0.63 Premium E VVS2 62.1 57.0 2789.0 5.48 5.41 3.38
0.63 Premium E VVS1 60.9 60.0 2789.0 5.55 5.52 3.37
0.77 Premium H VS1 61.3 60.0 2789.0 5.9 5.88 3.61
0.76 Premium I VVS1 58.8 59.0 2790.0 6.0 5.94 3.51
0.71 Premium F VS1 60.1 62.0 2790.0 5.77 5.74 3.46
0.71 Premium F VS1 61.8 59.0 2790.0 5.73 5.69 3.53
0.7 Premium F VS1 62.1 60.0 2792.0 5.71 5.65 3.53
0.7 Premium F VS1 60.7 60.0 2792.0 5.78 5.75 3.5
0.76 Premium H VVS2 59.6 57.0 2792.0 5.91 5.86 3.51
0.7 Ideal F VS1 62.2 56.0 2792.0 5.73 5.68 3.55
0.7 Very Good E VS2 62.9 57.0 2793.0 5.66 5.69 3.57
0.7 Good E VS2 64.1 55.0 2793.0 5.6 5.66 3.61
0.76 Ideal I VS2 61.3 56.0 2793.0 5.87 5.91 3.61
0.73 Ideal H VS2 62.7 55.0 2793.0 5.72 5.76 3.6
0.71 Very Good E VS2 60.7 56.0 2795.0 5.81 5.82 3.53
0.81 Premium I VVS2 61.9 60.0 2795.0 5.91 5.86 3.64
0.72 Good F VS1 60.7 60.0 2795.0 5.74 5.72 3.48
0.81 Premium H VS2 58.0 59.0 2795.0 6.17 6.13 3.57
0.72 Premium G VS2 62.9 57.0 2795.0 5.73 5.65 3.58
0.57 Ideal F VVS2 61.9 55.0 2797.0 5.34 5.35 3.31
0.51 Ideal D VVS1 61.7 56.0 2797.0 5.12 5.16 3.17
0.72 Ideal G VS2 61.9 58.0 2797.0 5.72 5.75 3.55
0.74 Ideal H VS1 61.8 58.0 2797.0 5.77 5.81 3.58
0.74 Ideal H VS1 61.6 56.0 2797.0 5.81 5.82 3.58
0.7 Fair G VVS1 58.8 66.0 2797.0 5.81 5.9 3.44
0.8 Very Good H VS2 63.4 60.0 2797.0 5.92 5.82 3.72
0.77 Ideal I VS1 61.5 59.0 2798.0 5.87 5.91 3.62
0.7 Premium E VS1 62.2 58.0 2800.0 5.6 5.66 3.5
0.74 Premium G VS1 62.9 60.0 2800.0 5.74 5.68 3.59
0.79 Ideal I VS1 61.8 59.0 2800.0 5.92 5.95 3.67
0.76 Fair G VS1 59.0 70.0 2800.0 5.89 5.8 3.46
0.73 Ideal F VS2 62.5 55.0 2801.0 5.8 5.76 3.61
0.73 Premium F VS2 62.7 58.0 2801.0 5.76 5.7 3.59
0.71 Premium F VS2 62.1 58.0 2801.0 5.7 5.67 3.53
0.71 Good F VS2 57.8 60.0 2801.0 5.9 5.87 3.4
0.71 Good F VS2 63.8 58.0 2801.0 5.64 5.61 3.59
0.71 Premium F VS2 62.8 57.0 2801.0 5.69 5.64 3.56
0.72 Premium E VS2 63.0 55.0 2802.0 5.79 5.61 3.59
0.72 Premium F VS1 62.4 58.0 2802.0 5.83 5.7 3.6
0.7 Very Good F VS2 62.9 58.0 2803.0 5.63 5.65 3.55
0.71 Ideal G VS2 61.3 56.0 2803.0 5.75 5.71 3.51
0.7 Good G VS1 65.1 58.0 2803.0 5.56 5.59 3.63
0.71 Premium F VS2 62.6 58.0 2803.0 5.7 5.67 3.56
0.71 Premium F VS2 58.0 62.0 2803.0 5.85 5.81 3.38
0.71 Premium G VS1 62.4 61.0 2803.0 5.7 5.65 3.54
0.77 Premium G VS2 61.3 57.0 2803.0 5.93 5.88 3.62
0.71 Premium G VS2 59.9 60.0 2803.0 5.81 5.77 3.47
0.78 Premium G VS2 60.8 58.0 2803.0 6.03 5.95 3.64
0.71 Very Good G VS1 63.5 55.0 2803.0 5.66 5.64 3.59
0.71 Very Good E VS2 63.8 58.0 2804.0 5.62 5.66 3.6
0.71 Very Good E VS2 64.0 57.0 2804.0 5.66 5.68 3.63
0.72 Ideal F VS1 61.7 57.0 2804.0 5.74 5.77 3.55
0.72 Very Good F VS1 62.2 58.0 2804.0 5.75 5.7 3.56
0.82 Ideal H VS2 61.5 56.0 2804.0 6.01 6.08 3.72
0.74 Premium F VS2 61.7 58.0 2805.0 5.85 5.78 3.59
0.74 Premium F VS2 61.9 56.0 2805.0 5.8 5.77 3.58
0.57 Fair E VVS1 58.7 66.0 2805.0 5.34 5.43 3.16
0.73 Premium F VS2 62.5 57.0 2805.0 5.75 5.7 3.58
0.72 Ideal G VS2 62.8 56.0 2805.0 5.74 5.7 3.59
0.74 Fair F VS2 61.1 68.0 2805.0 5.82 5.75 3.53
0.82 Good G VS2 64.0 57.0 2805.0 5.92 5.89 3.78
0.75 Very Good H VVS1 60.6 58.0 2806.0 5.85 5.9 3.56
0.71 Very Good F VS1 62.2 58.0 2807.0 5.66 5.72 3.54
0.71 Very Good F VS1 60.0 57.0 2807.0 5.84 5.9 3.52
0.8 Very Good H VS2 62.8 57.0 2808.0 5.87 5.91 3.7
0.7 Very Good F VS1 62.0 57.0 2808.0 5.64 5.71 3.52
0.75 Very Good G VS2 63.4 56.0 2808.0 5.78 5.74 3.65
0.58 Ideal E VVS2 60.9 56.0 2808.0 5.41 5.43 3.3
0.7 Very Good F VS1 61.8 56.0 2810.0 5.63 5.7 3.5
0.7 Very Good F VS1 59.9 60.0 2810.0 5.77 5.84 3.48
0.7 Good F VS1 62.8 61.0 2810.0 5.57 5.61 3.51
1.0 Fair J VS2 65.7 59.0 2811.0 6.14 6.07 4.01
0.7 Very Good G VS1 63.0 60.0 2812.0 5.57 5.64 3.53
0.7 Very Good F VS2 59.5 58.0 2812.0 5.75 5.85 3.45
0.7 Very Good F VS2 61.7 58.0 2812.0 5.63 5.69 3.49
0.29 Very Good E VS1 61.9 55.0 555.0 4.28 4.33 2.66
0.29 Very Good E VS1 62.4 55.0 555.0 4.2 4.25 2.63
0.34 Ideal H VS2 61.5 56.0 555.0 4.47 4.5 2.76
0.34 Ideal H VS2 60.4 57.0 555.0 4.54 4.57 2.75
0.34 Ideal I VS1 61.8 55.0 555.0 4.48 4.52 2.78
0.34 Ideal I VS1 62.0 56.0 555.0 4.5 4.53 2.8
0.3 Ideal G VS1 62.3 56.0 555.0 4.29 4.31 2.68
0.29 Ideal F VS1 61.6 56.0 555.0 4.26 4.31 2.64
0.32 Very Good F VS2 61.4 58.0 556.0 4.37 4.42 2.7
0.36 Ideal I VS2 61.9 56.0 556.0 4.54 4.57 2.82
0.3 Ideal G VS2 62.0 56.0 556.0 4.28 4.3 2.66
0.26 Ideal E VS1 61.5 57.0 556.0 4.09 4.12 2.52
0.7 Very Good F VS2 62.3 58.0 2812.0 5.64 5.72 3.54
0.7 Very Good F VS2 60.9 61.0 2812.0 5.66 5.71 3.46
0.73 Premium E VS2 58.6 60.0 2812.0 5.92 5.89 3.46
0.51 Ideal F VVS1 62.0 57.0 2812.0 5.15 5.11 3.18
0.91 Good I VS2 64.3 58.0 2813.0 6.09 6.05 3.9
0.55 Very Good D VVS1 61.5 56.0 2815.0 5.23 5.27 3.23
0.74 Premium G VS1 61.7 58.0 2815.0 5.79 5.81 3.58
0.9 Fair J VS2 65.0 56.0 2815.0 6.08 6.04 3.94
0.72 Premium E VS2 58.3 58.0 2815.0 5.99 5.92 3.47
0.78 Very Good I VVS2 61.4 56.0 2816.0 5.91 5.95 3.64
0.61 Ideal G VVS2 60.1 57.0 2816.0 5.52 5.54 3.32
0.71 Good D VS1 63.4 55.0 2816.0 5.61 5.69 3.58
0.71 Ideal I VVS2 60.2 56.0 2817.0 5.84 5.89 3.53
0.71 Ideal E VS2 62.7 57.0 2817.0 5.66 5.64 3.54
0.71 Premium E VS2 62.3 58.0 2817.0 5.69 5.65 3.53
0.63 Ideal F VVS2 61.5 56.0 2817.0 5.48 5.52 3.38
0.9 Ideal J VS2 62.8 55.0 2817.0 6.2 6.16 3.88
0.7 Premium E VS2 62.4 61.0 2818.0 5.66 5.63 3.52
0.7 Premium E VS2 59.3 60.0 2818.0 5.78 5.73 3.41
0.7 Premium E VS2 63.0 60.0 2818.0 5.64 5.6 3.54
0.7 Ideal E VS1 62.9 57.0 2818.0 5.66 5.61 3.54
0.7 Premium E VS1 59.6 57.0 2818.0 5.91 5.83 3.5
0.7 Premium F VS2 61.8 60.0 2818.0 5.69 5.64 3.5
0.7 Premium E VS1 62.7 57.0 2818.0 5.68 5.64 3.55
0.72 Very Good G VS1 63.8 58.0 2819.0 5.64 5.68 3.61
0.72 Ideal H VS1 62.3 56.0 2819.0 5.73 5.77 3.58
0.7 Good F VS1 59.7 63.0 2819.0 5.76 5.79 3.45
0.71 Ideal G VS1 62.9 58.0 2820.0 5.66 5.69 3.57
0.73 Premium E VS2 61.6 59.0 2821.0 5.77 5.73 3.54
0.53 Ideal E VVS1 61.9 55.0 2821.0 5.2 5.21 3.22
0.7 Premium E VS1 60.8 60.0 2822.0 5.74 5.71 3.48
0.72 Premium E VS2 60.3 59.0 2822.0 5.84 5.8 3.51
0.72 Premium E VS2 60.9 60.0 2822.0 5.8 5.76 3.52
0.72 Premium E VS2 62.4 59.0 2822.0 5.77 5.7 3.58
0.7 Premium E VS2 60.2 60.0 2822.0 5.73 5.7 3.44
0.6 Ideal F VVS2 62.0 55.0 2822.0 5.37 5.4 3.34
0.74 Ideal I VVS1 60.8 57.0 2822.0 5.85 5.89 3.57
0.9 Good J VS2 64.0 61.0 2822.0 6.04 6.03 3.86
0.7 Premium E VS2 61.5 59.0 2822.0 5.73 5.68 3.51
0.7 Premium E VS2 62.6 56.0 2822.0 5.71 5.66 3.56
0.7 Premium E VS2 60.7 62.0 2822.0 5.72 5.68 3.46
0.7 Premium F VS2 60.6 58.0 2822.0 5.8 5.72 3.49
0.71 Premium E VS2 62.3 58.0 2823.0 5.71 5.66 3.54
0.61 Ideal E VVS2 61.3 54.0 2823.0 5.51 5.59 3.4
0.71 Premium D VS2 61.2 59.0 2824.0 5.74 5.69 3.5
0.77 Ideal I VVS2 62.1 57.0 2824.0 5.84 5.86 3.63
0.74 Good E VS1 63.1 58.0 2824.0 5.73 5.75 3.62
0.71 Premium G VS1 62.2 59.0 2825.0 5.73 5.66 3.54
0.73 Very Good G VS1 62.0 57.0 2825.0 5.75 5.8 3.58
0.73 Premium E VS1 62.6 60.0 2826.0 5.75 5.68 3.58
0.7 Good E VS1 57.2 59.0 2826.0 5.94 5.88 3.38
0.7 Premium E VS1 62.2 58.0 2826.0 5.66 5.6 3.5
0.7 Very Good D VS2 63.3 56.0 2826.0 5.6 5.58 3.54
0.7 Premium E VS1 59.4 61.0 2826.0 5.78 5.74 3.42
0.72 Good D VS2 64.0 54.0 2827.0 5.68 5.7 3.64
0.79 Premium H VVS2 62.6 58.0 2827.0 5.96 5.9 3.71
0.7 Ideal H VVS1 61.6 57.0 2827.0 5.69 5.74 3.52
0.7 Ideal H VVS1 62.3 55.0 2827.0 5.66 5.7 3.54
0.72 Premium F VS1 62.2 58.0 2829.0 5.75 5.7 3.56
0.59 Ideal E VVS1 62.0 56.0 2829.0 5.36 5.38 3.33
0.72 Ideal F VS1 61.7 57.0 2829.0 5.77 5.74 3.55
0.71 Very Good E VS2 62.7 59.0 2830.0 5.65 5.7 3.56
0.53 Ideal F VVS1 60.9 57.0 2830.0 5.23 5.29 3.19
0.53 Ideal F VVS1 61.8 57.0 2830.0 5.16 5.19 3.2
0.8 Ideal I VS2 62.1 54.4 2830.0 5.94 5.99 3.7
0.72 Very Good F VS2 62.5 58.0 2832.0 5.71 5.75 3.58
0.71 Premium G VVS2 62.1 57.0 2832.0 5.75 5.65 3.54
0.71 Premium F VS1 62.2 58.0 2832.0 5.72 5.66 3.54
0.8 Very Good I VS2 62.0 58.0 2833.0 5.86 5.95 3.66
0.7 Very Good D VS2 59.6 61.0 2833.0 5.77 5.8 3.45
0.7 Ideal D VS2 61.0 57.0 2833.0 5.74 5.76 3.51
0.61 Ideal F VVS2 61.7 55.0 2833.0 5.45 5.48 3.37
0.8 Ideal G VS2 62.2 56.0 2834.0 5.94 5.87 3.67
0.8 Ideal H VS2 62.8 57.0 2834.0 5.91 5.87 3.7
0.51 Very Good D VVS1 59.9 58.0 2834.0 5.16 5.19 3.1
0.53 Ideal F VVS1 61.4 57.0 2834.0 5.2 5.23 3.2
0.78 Ideal I VS2 61.8 55.0 2834.0 5.92 5.95 3.67
0.73 Ideal F VS1 61.2 56.0 2835.0 5.89 5.81 3.58
0.63 Ideal F VVS2 61.9 57.0 2835.0 5.47 5.51 3.4
0.7 Ideal E VS2 61.5 54.0 2835.0 5.7 5.75 3.52
0.72 Ideal E VS2 62.8 57.0 2835.0 5.71 5.73 3.59
0.75 Premium F VS2 59.6 59.0 2835.0 6.04 5.94 3.57
0.71 Good E VS2 62.8 60.0 2836.0 5.6 5.65 3.53
0.7 Premium E VS1 62.6 59.0 2837.0 5.69 5.66 3.55
0.7 Ideal E VS1 61.8 56.0 2837.0 5.74 5.69 3.53
0.72 Premium F VS1 58.8 60.0 2838.0 5.91 5.89 3.47
0.7 Premium F VS2 62.3 58.0 2838.0 5.72 5.64 3.54
0.7 Premium F VS2 61.7 58.0 2838.0 5.69 5.63 3.49
0.7 Premium G VS1 62.6 55.0 2838.0 5.73 5.64 3.56
0.7 Premium F VS2 59.4 61.0 2838.0 5.83 5.79 3.45
0.7 Premium F VS2 60.9 61.0 2838.0 5.71 5.66 3.46
0.7 Premium F VS2 59.5 58.0 2838.0 5.85 5.75 3.45
0.7 Premium G VS1 63.0 60.0 2838.0 5.64 5.57 3.53
0.71 Ideal F VS1 61.5 57.0 2839.0 5.74 5.71 3.52
0.7 Ideal F VS1 61.6 54.0 2839.0 5.75 5.72 3.53
0.71 Ideal F VS1 62.1 55.0 2839.0 5.82 5.68 3.57
0.71 Premium F VS1 59.1 61.0 2839.0 5.84 5.81 3.44
0.71 Premium F VS1 59.0 60.0 2839.0 5.82 5.8 3.43
0.71 Premium F VS1 60.5 58.0 2839.0 5.75 5.72 3.47
0.7 Ideal F VS1 62.4 53.0 2839.0 5.73 5.71 3.57
0.73 Ideal G VS2 61.8 54.0 2839.0 5.8 5.82 3.59
0.7 Ideal E VS2 62.1 54.0 2839.0 5.69 5.72 3.54
0.7 Ideal G VS1 61.3 57.0 2839.0 5.71 5.74 3.51
0.71 Premium G VVS2 60.3 58.0 2839.0 5.82 5.78 3.5
0.71 Premium F VS1 59.2 58.0 2839.0 5.87 5.82 3.46
0.79 Premium G VS2 59.3 62.0 2839.0 6.09 6.01 3.59
0.71 Premium F VS1 62.7 59.0 2839.0 5.7 5.62 3.55
0.77 Very Good H VS1 61.0 60.0 2840.0 5.9 5.87 3.59
0.71 Premium F VS2 59.3 56.0 2840.0 5.88 5.82 3.47
0.7 Premium H VVS1 59.2 60.0 2840.0 5.87 5.78 3.45
0.73 Premium F VS2 60.3 59.0 2841.0 5.9 5.87 3.55
0.71 Very Good D VS1 63.4 55.0 2841.0 5.69 5.61 3.58
0.52 Ideal F VVS1 61.2 56.0 2841.0 5.19 5.21 3.18
0.73 Premium F VS2 59.9 59.0 2841.0 5.87 5.77 3.5
0.73 Premium G VS1 61.4 58.0 2841.0 5.82 5.77 3.56
0.8 Ideal I VS1 62.6 54.0 2842.0 5.92 5.96 3.72
0.7 Premium F VS2 58.7 61.0 2842.0 5.8 5.72 3.38
0.7 Very Good E VS2 60.2 62.0 2843.0 5.71 5.75 3.45
0.7 Very Good E VS2 62.7 58.0 2843.0 5.65 5.67 3.55
0.71 Very Good E VS2 59.4 58.0 2843.0 5.76 5.82 3.44
0.73 Ideal G VVS2 61.3 57.0 2843.0 5.81 5.84 3.57
0.73 Very Good F VS1 61.8 59.0 2843.0 5.73 5.79 3.56
0.72 Ideal E VS2 62.0 57.0 2843.0 5.71 5.74 3.55
0.71 Ideal G VVS2 60.7 57.0 2843.0 5.81 5.78 3.52
0.7 Very Good E VS1 62.0 59.0 2844.0 5.65 5.68 3.51
0.79 Ideal H VS2 62.5 57.0 2844.0 5.91 5.93 3.7
0.7 Very Good E VS2 61.8 59.0 2845.0 5.65 5.68 3.5
0.7 Very Good E VS2 58.9 60.0 2845.0 5.83 5.85 3.44
0.8 Good H VS2 63.4 60.0 2845.0 5.92 5.82 3.72
0.72 Very Good F VS1 60.2 59.0 2846.0 5.79 5.84 3.5
0.73 Ideal H VVS2 61.6 56.0 2846.0 5.79 5.84 3.58
0.7 Good F VS2 59.1 61.0 2846.0 5.76 5.84 3.43
0.77 Premium G VS2 61.3 60.0 2846.0 5.91 5.81 3.59
0.77 Premium G VS1 61.4 58.0 2846.0 5.94 5.89 3.63
0.7 Very Good G VVS2 62.9 59.0 2848.0 5.61 5.68 3.55
0.54 Ideal D VVS2 61.5 55.0 2848.0 5.25 5.29 3.24
0.74 Very Good E VS1 63.1 58.0 2849.0 5.75 5.73 3.62
0.7 Very Good E VS2 61.0 60.0 2850.0 5.74 5.77 3.51
0.7 Ideal F VS2 60.8 59.0 2850.0 5.69 5.79 3.49
0.66 Ideal D VS1 62.1 56.0 2851.0 5.54 5.57 3.45
0.78 Ideal I VS1 61.5 57.0 2852.0 5.88 5.92 3.63
0.71 Premium F VS2 62.6 58.0 2853.0 5.67 5.7 3.56
0.71 Good G VS1 63.5 55.0 2853.0 5.64 5.66 3.59
0.82 Premium I VS1 61.9 58.0 2853.0 5.99 5.97 3.7
0.78 Very Good H VS1 61.9 57.1 2854.0 5.87 5.95 3.66
0.7 Very Good E VS1 62.4 56.0 2854.0 5.64 5.7 3.54
0.73 Premium E VS2 62.0 57.0 2854.0 5.86 5.76 3.6
0.91 Fair J VS2 64.4 62.0 2854.0 6.06 6.03 3.89
0.91 Fair J VS2 65.4 60.0 2854.0 6.04 6.0 3.94
0.91 Good J VS2 64.2 58.0 2854.0 6.12 6.09 3.92
0.7 Premium E VS1 58.4 59.0 2854.0 5.91 5.83 3.43
0.68 Premium F VVS2 61.7 57.0 2854.0 5.67 5.64 3.49
0.73 Very Good F VS2 62.5 57.0 2855.0 5.7 5.75 3.58
0.74 Premium D VS2 62.4 57.0 2855.0 5.8 5.74 3.6
0.6 Ideal F VVS2 60.8 57.0 2856.0 5.44 5.49 3.32
0.26 Ideal E VS1 62.3 57.0 556.0 4.05 4.08 2.53
0.26 Ideal E VS1 62.1 56.0 556.0 4.09 4.12 2.55
0.34 Good G VS2 57.5 61.0 556.0 4.6 4.66 2.66
0.34 Very Good G VS2 59.6 62.0 556.0 4.54 4.56 2.71
0.32 Good E VS2 64.1 54.0 556.0 4.34 4.37 2.79
0.31 Ideal I VVS1 61.6 55.0 557.0 4.36 4.41 2.7
0.31 Ideal I VVS1 61.3 56.0 557.0 4.36 4.38 2.68
0.31 Ideal I VVS1 62.3 54.0 557.0 4.37 4.4 2.73
0.31 Ideal I VVS1 62.0 54.0 557.0 4.37 4.4 2.72
0.31 Ideal I VVS1 62.7 53.0 557.0 4.33 4.35 2.72
0.31 Ideal I VVS1 62.2 53.0 557.0 4.36 4.38 2.72
0.31 Ideal G VS2 62.2 53.6 557.0 4.32 4.35 2.7
0.31 Ideal H VS1 61.6 54.8 557.0 4.35 4.37 2.69
0.31 Ideal H VS1 61.8 54.2 557.0 4.33 4.37 2.69
0.33 Premium J VS1 62.8 58.0 557.0 4.41 4.38 2.76
0.33 Premium J VS1 61.5 61.0 557.0 4.46 4.39 2.72
0.33 Ideal J VS1 62.1 55.0 557.0 4.44 4.41 2.75
0.7 Good E VVS2 60.1 63.0 2857.0 5.68 5.71 3.42
0.9 Premium I VS2 61.9 59.0 2857.0 6.2 6.14 3.82
0.7 Ideal G VVS2 62.1 56.0 2858.0 5.63 5.71 3.52
0.71 Premium E VS2 61.0 60.0 2858.0 5.76 5.69 3.49
0.7 Premium E VS2 61.4 59.0 2858.0 5.73 5.7 3.51
0.71 Premium E VS2 61.5 60.0 2858.0 5.76 5.68 3.52
0.71 Very Good E VS2 63.5 59.0 2858.0 5.68 5.59 3.58
0.71 Premium D VS2 60.4 62.0 2858.0 5.74 5.72 3.46
0.7 Good E VVS2 63.6 62.0 2858.0 5.61 5.58 3.56
0.71 Fair D VS2 56.9 65.0 2858.0 5.89 5.84 3.34
0.7 Ideal D VS2 61.0 57.0 2859.0 5.76 5.74 3.51
0.7 Premium D VS2 62.4 56.0 2859.0 5.72 5.66 3.55
0.77 Premium F VS1 60.9 60.0 2859.0 5.91 5.88 3.59
0.71 Ideal G VS1 61.5 56.0 2859.0 5.74 5.78 3.54
0.7 Premium D VS2 59.6 61.0 2859.0 5.8 5.77 3.45
0.75 Fair F VS1 55.8 70.0 2859.0 6.09 5.98 3.37
0.71 Very Good F VS2 61.3 61.0 2860.0 5.68 5.73 3.5
0.6 Ideal E VVS2 61.9 54.9 2860.0 5.41 5.44 3.35
0.71 Premium D VS1 62.9 57.0 2860.0 5.66 5.6 3.54
0.53 Ideal F VVS1 61.4 57.0 2860.0 5.23 5.2 3.2
0.62 Ideal G VVS2 61.6 56.0 2861.0 5.45 5.48 3.37
0.62 Ideal G VVS2 61.6 56.0 2861.0 5.48 5.51 3.38
0.66 Premium D VS1 61.0 58.0 2861.0 5.67 5.57 3.43
0.71 Very Good F VVS1 63.2 60.0 2862.0 5.65 5.61 3.56
0.7 Ideal H VS2 61.1 57.0 2862.0 5.71 5.74 3.5
0.7 Very Good E VS2 58.7 63.0 2862.0 5.73 5.69 3.35
0.79 Premium H VS1 60.0 60.0 2862.0 6.07 5.99 3.64
0.7 Premium E VS2 59.5 59.0 2862.0 5.82 5.77 3.45
0.73 Premium E VS2 62.5 61.0 2862.0 5.78 5.64 3.59
0.91 Good I VS2 64.3 58.0 2863.0 6.05 6.09 3.9
0.9 Premium J VS2 59.8 62.0 2863.0 6.24 6.21 3.72
0.71 Premium H VVS2 61.5 62.0 2863.0 5.74 5.68 3.51
0.72 Ideal F VS2 59.5 57.0 2863.0 5.91 5.86 3.5
0.71 Ideal E VS2 61.0 55.0 2863.0 5.79 5.75 3.52
0.83 Very Good I VS2 61.6 58.0 2865.0 6.05 6.07 3.73
0.56 Very Good D VVS1 62.0 56.0 2866.0 5.25 5.3 3.27
0.56 Very Good D VVS1 61.8 55.0 2866.0 5.27 5.31 3.27
0.71 Ideal E VS1 62.2 55.0 2866.0 5.74 5.7 3.56
0.7 Ideal H VVS1 62.3 58.0 2866.0 5.66 5.7 3.54
0.71 Very Good H VVS1 62.9 57.0 2867.0 5.67 5.69 3.57
0.7 Ideal D VS2 62.4 57.0 2867.0 5.68 5.61 3.52
0.71 Ideal H VVS1 60.4 57.0 2867.0 5.78 5.81 3.5
0.8 Premium H VS2 61.2 53.0 2867.0 6.05 5.98 3.68
0.52 Ideal F VVS1 61.2 56.0 2867.0 5.21 5.19 3.18
0.72 Ideal I VS1 62.4 55.0 2868.0 5.72 5.75 3.58
0.73 Ideal G VVS2 61.3 57.0 2869.0 5.84 5.81 3.57
0.72 Ideal H VVS2 60.9 57.0 2869.0 5.79 5.77 3.52
0.52 Premium F VVS2 61.8 60.0 2870.0 5.16 5.13 3.18
0.64 Premium E VVS2 62.1 58.0 2870.0 5.56 5.51 3.44
0.82 Ideal H VS2 59.5 57.0 2870.0 6.12 6.09 3.63
0.73 Premium E VS1 61.3 59.0 2870.0 5.81 5.78 3.55
0.72 Very Good E VS2 58.3 57.0 2872.0 5.89 5.94 3.45
0.76 Very Good F VS2 62.0 58.0 2873.0 5.8 5.86 3.62
0.78 Premium F VS2 62.6 58.0 2874.0 5.91 5.82 3.67
0.71 Premium D VS2 61.2 59.0 2874.0 5.69 5.74 3.5
0.7 Premium F VS1 59.0 59.0 2874.0 5.79 5.77 3.41
0.7 Premium F VS1 60.8 62.0 2874.0 5.71 5.67 3.46
0.7 Premium G VVS2 61.8 58.0 2874.0 5.67 5.63 3.49
0.7 Ideal F VS1 61.0 55.0 2874.0 5.77 5.73 3.51
0.7 Ideal F VS1 61.6 55.0 2874.0 5.75 5.71 3.53
0.7 Ideal F VS1 62.4 56.0 2874.0 5.69 5.65 3.54
0.7 Premium G VVS2 62.9 59.0 2874.0 5.68 5.61 3.55
1.0 Fair J VS1 65.5 55.0 2875.0 6.3 6.25 4.11
0.73 Premium E VS1 62.6 60.0 2876.0 5.68 5.75 3.58
0.79 Premium E VS2 60.6 53.0 2876.0 6.04 5.98 3.64
0.72 Very Good H VS1 62.2 54.0 2877.0 5.74 5.76 3.57
0.71 Ideal E VS1 62.4 56.0 2877.0 5.75 5.7 3.57
0.74 Ideal G VS2 62.3 55.0 2877.0 5.8 5.83 3.62
0.7 Good H VVS1 62.7 56.0 2877.0 5.6 5.66 3.53
0.7 Good F VS1 59.1 62.0 2877.0 5.82 5.86 3.44
0.71 Ideal I VS2 61.5 55.0 2878.0 5.76 5.78 3.55
0.7 Premium F VS1 60.4 60.0 2879.0 5.73 5.7 3.45
0.71 Premium F VS1 62.7 58.0 2879.0 5.71 5.67 3.57
0.72 Fair F VS1 56.9 69.0 2879.0 5.93 5.77 3.33
0.72 Ideal F VS1 62.0 56.0 2879.0 5.76 5.73 3.56
0.7 Ideal H VVS1 62.0 55.0 2881.0 5.74 5.71 3.55
0.71 Very Good E VS2 60.0 59.0 2881.0 5.84 5.83 3.5
0.54 Ideal F VVS1 61.8 56.0 2882.0 5.23 5.26 3.24
0.73 Premium F VS2 59.9 58.0 2882.0 5.87 5.84 3.51
0.73 Premium F VS2 58.7 57.0 2882.0 5.97 5.92 3.49
0.7 Premium E VS1 62.6 59.0 2887.0 5.66 5.69 3.55
0.79 Ideal I VS1 61.7 59.0 2888.0 5.93 5.96 3.67
0.72 Very Good G VVS2 62.5 58.0 2889.0 5.68 5.72 3.56
0.7 Very Good E VS2 63.5 54.0 2889.0 5.62 5.66 3.58
0.7 Very Good F VS1 62.2 58.0 2889.0 5.64 5.75 3.54
0.71 Very Good F VS1 62.8 56.0 2889.0 5.69 5.72 3.58
0.5 Ideal E VVS2 62.2 54.0 2889.0 5.08 5.12 3.17
0.5 Ideal E VVS2 62.2 54.0 2889.0 5.09 5.11 3.17
0.77 Premium F VS2 61.8 56.0 2889.0 5.94 5.9 3.66
0.66 Ideal G VVS1 61.5 56.0 2890.0 5.61 5.58 3.44
0.71 Very Good E VS2 61.2 58.0 2891.0 5.71 5.79 3.52
0.71 Ideal F VS2 61.2 56.0 2891.0 5.73 5.77 3.52
0.71 Ideal E VS2 61.6 56.0 2891.0 5.74 5.76 3.54
0.71 Ideal E VS2 62.7 56.0 2891.0 5.71 5.75 3.59
0.71 Good D VS2 62.3 61.0 2891.0 5.7 5.73 3.56
0.71 Very Good F VS1 62.6 55.0 2893.0 5.66 5.71 3.56
0.71 Ideal G VVS2 61.5 57.0 2893.0 5.73 5.75 3.53
0.75 Ideal F VS2 62.5 57.0 2893.0 5.78 5.83 3.63
0.7 Very Good H VVS1 59.2 60.0 2893.0 5.87 5.78 3.45
0.71 Very Good G VS2 60.9 56.0 2895.0 5.75 5.78 3.51
0.7 Very Good F VS1 61.8 59.0 2895.0 5.66 5.76 3.53
0.7 Ideal G VVS2 62.1 53.0 2895.0 5.71 5.75 3.56
0.74 Very Good G VS1 59.8 58.0 2896.0 5.85 5.89 3.51
0.77 Very Good G VS2 61.3 60.0 2896.0 5.81 5.91 3.59
0.77 Very Good G VS2 58.3 63.0 2896.0 6.0 6.05 3.51
0.53 Ideal F VVS1 61.6 56.0 2896.0 5.18 5.24 3.21
0.6 Very Good D VVS2 60.6 57.0 2897.0 5.48 5.51 3.33
0.54 Ideal D VVS2 61.4 52.0 2897.0 5.3 5.34 3.26
0.72 Good F VS1 59.4 61.0 2897.0 5.82 5.89 3.48
0.74 Premium D VS2 61.8 58.0 2897.0 5.81 5.77 3.58
0.7 Good G VVS1 59.9 61.0 2899.0 5.75 5.81 3.46
0.72 Premium D VS1 62.7 58.0 2900.0 5.68 5.65 3.55
0.74 Ideal E VS2 61.9 57.0 2901.0 5.81 5.78 3.59
0.73 Premium E VS2 62.0 60.0 2902.0 5.76 5.73 3.56
0.73 Ideal E VS2 61.4 55.0 2902.0 5.82 5.8 3.57
0.71 Fair E VS2 64.6 59.0 2902.0 5.62 5.59 3.62
0.71 Premium E VS2 59.6 60.0 2902.0 5.85 5.8 3.47
0.72 Premium E VS2 61.1 59.0 2903.0 5.8 5.75 3.53
0.7 Very Good E VS1 58.4 59.0 2904.0 5.83 5.91 3.43
0.62 Ideal E VVS2 62.0 56.0 2904.0 5.48 5.52 3.41
0.7 Very Good G VVS2 59.3 62.0 2905.0 5.78 5.82 3.44
0.7 Very Good G VVS2 63.4 59.0 2905.0 5.62 5.64 3.57
0.7 Very Good G VVS2 63.3 59.0 2905.0 5.59 5.62 3.55
0.71 Very Good G VS2 62.1 58.0 2905.0 5.65 5.71 3.53
0.86 Very Good I VS1 61.2 58.0 2905.0 6.1 6.16 3.75
0.53 Ideal D VVS1 62.5 54.0 2905.0 5.16 5.21 3.24
0.74 Very Good D VS2 62.4 57.0 2906.0 5.74 5.8 3.6
0.8 Ideal I VS1 62.2 58.0 2906.0 5.92 5.95 3.69
0.61 Ideal E VVS2 62.4 53.9 2907.0 5.42 5.43 3.38
0.61 Ideal E VVS2 62.4 53.6 2907.0 5.42 5.45 3.39
0.61 Ideal E VVS2 62.1 54.2 2907.0 5.43 5.45 3.38
0.72 Ideal H VVS1 62.8 57.0 2907.0 5.68 5.72 3.58
0.7 Ideal F VS2 62.3 53.0 2907.0 5.69 5.73 3.56
0.71 Ideal F VS1 61.9 56.0 2907.0 5.7 5.74 3.54
0.25 Premium F VS1 61.2 59.0 558.0 4.05 4.02 2.47
0.25 Good F VS1 63.6 57.0 558.0 4.04 4.01 2.56
0.25 Premium E VS1 60.7 59.0 558.0 4.13 4.11 2.5
0.25 Premium E VS1 61.5 60.0 558.0 4.04 4.02 2.48
0.31 Premium I VS2 60.8 58.0 558.0 4.37 4.34 2.65
0.31 Premium I VS2 59.8 60.0 558.0 4.42 4.38 2.63
0.31 Very Good I VS2 63.2 55.0 558.0 4.4 4.3 2.75
0.31 Premium I VS2 62.3 57.0 558.0 4.35 4.32 2.7
0.31 Premium I VS2 60.8 60.0 558.0 4.42 4.37 2.67
0.31 Ideal I VS2 59.9 57.0 558.0 4.4 4.38 2.63
0.31 Premium I VS2 59.9 60.0 558.0 4.44 4.41 2.65
0.31 Premium I VS2 61.1 58.0 558.0 4.38 4.36 2.67
0.31 Premium I VS2 60.7 61.0 558.0 4.34 4.32 2.63
0.31 Very Good I VS2 63.1 54.0 558.0 4.34 4.31 2.73
0.31 Premium I VS2 62.3 60.0 558.0 4.32 4.31 2.69
0.73 Ideal I VS1 61.5 55.0 2908.0 5.8 5.84 3.58
0.7 Premium D VS2 61.0 60.0 2909.0 5.75 5.7 3.49
0.7 Premium D VS2 60.9 57.0 2909.0 5.71 5.69 3.47
0.71 Ideal H VS1 61.2 56.0 2909.0 5.76 5.81 3.54
0.71 Ideal H VS1 61.9 56.0 2909.0 5.7 5.74 3.54
0.71 Very Good D VS1 62.9 57.0 2910.0 5.6 5.66 3.54
0.59 Ideal E VVS2 61.1 57.0 2911.0 5.39 5.41 3.3
0.71 Ideal G VS2 60.6 56.0 2911.0 5.76 5.8 3.5
0.77 Good F VS2 60.3 61.0 2911.0 5.89 5.96 3.57
0.73 Good E VS2 64.2 54.0 2912.0 5.68 5.72 3.66
0.7 Good E VS2 58.7 63.0 2912.0 5.69 5.73 3.35
0.73 Good E VS2 63.2 56.0 2912.0 5.75 5.76 3.64
0.7 Very Good D VS2 60.7 60.0 2913.0 5.72 5.74 3.48
0.83 Very Good I VS2 62.0 55.0 2915.0 6.03 6.06 3.74
0.71 Ideal F VS2 62.2 56.0 2915.0 5.74 5.71 3.56
0.73 Very Good H VS1 60.8 57.0 2916.0 5.8 5.83 3.54
0.74 Premium F VS1 62.5 60.0 2917.0 5.78 5.74 3.6
0.7 Ideal E VS2 62.5 58.0 2917.0 5.63 5.67 3.53
0.71 Ideal F VS2 61.2 56.0 2917.0 5.77 5.73 3.52
0.71 Very Good F VS2 59.5 58.0 2918.0 5.82 5.87 3.48
0.8 Very Good H VS2 61.2 53.0 2918.0 5.98 6.05 3.68
0.71 Ideal H VVS1 62.1 54.0 2918.0 5.7 5.76 3.56
0.72 Ideal I VS2 61.8 55.0 2918.0 5.75 5.79 3.56
0.72 Very Good G VS1 60.5 57.0 2919.0 5.8 5.83 3.52
0.73 Premium G VVS2 62.2 56.0 2919.0 5.79 5.75 3.59
0.7 Good F VS1 63.8 58.0 2919.0 5.61 5.58 3.57
0.73 Ideal H VS1 61.9 55.0 2919.0 5.79 5.76 3.58
0.73 Ideal G VVS2 61.9 55.0 2919.0 5.83 5.77 3.59
0.71 Premium E VS1 59.7 57.0 2920.0 5.87 5.78 3.48
0.71 Premium F VS1 59.1 59.0 2920.0 5.88 5.83 3.46
0.71 Ideal F VS1 62.6 55.0 2920.0 5.71 5.67 3.56
0.74 Very Good H VVS2 60.5 60.0 2921.0 5.79 5.81 3.51
0.71 Very Good E VS2 59.9 59.0 2921.0 5.77 5.81 3.47
0.71 Very Good E VS2 60.7 60.0 2921.0 5.75 5.78 3.5
0.65 Ideal F VVS2 61.3 56.0 2921.0 5.58 5.61 3.43
0.9 Fair I VS2 64.1 66.0 2921.0 6.04 5.98 3.85
0.71 Very Good E VS2 63.7 58.0 2922.0 5.6 5.64 3.58
0.71 Very Good E VS2 63.3 59.0 2922.0 5.62 5.66 3.57
0.68 Very Good F VS1 59.7 57.0 2922.0 5.79 5.76 3.45
0.53 Ideal F VVS1 61.6 56.0 2922.0 5.24 5.18 3.21
0.72 Very Good E VS2 63.0 57.0 2923.0 5.69 5.73 3.6
0.72 Very Good E VS2 63.2 58.0 2923.0 5.67 5.72 3.6
0.71 Ideal E VS1 62.4 54.0 2923.0 5.71 5.74 3.57
0.9 Premium I VS2 58.7 60.0 2923.0 6.35 6.28 3.7
0.7 Ideal I VS1 61.5 56.0 2924.0 5.71 5.75 3.52
0.7 Very Good F VS1 64.5 58.0 2925.0 5.55 5.59 3.59
0.77 Very Good H VS1 63.3 57.0 2927.0 5.79 5.83 3.68
0.7 Very Good F VS2 61.3 54.0 2928.0 5.72 5.76 3.52
0.7 Very Good D VS2 60.8 59.0 2928.0 5.67 5.71 3.46
0.8 Very Good G VS2 61.1 57.0 2929.0 6.01 6.07 3.69
0.7 Ideal G VS2 61.8 57.0 2929.0 5.68 5.71 3.52
0.71 Very Good E VS2 61.3 60.0 2930.0 5.74 5.71 3.51
0.7 Premium E VS1 60.3 58.0 2930.0 5.7 5.74 3.45
0.7 Ideal E VS1 62.3 54.0 2930.0 5.67 5.72 3.55
0.71 Ideal F VS2 62.3 57.0 2930.0 5.69 5.74 3.56
0.71 Ideal G VS1 62.7 57.0 2930.0 5.69 5.73 3.58
0.71 Ideal G VS1 62.6 57.0 2930.0 5.67 5.7 3.56
0.71 Ideal G VVS1 61.7 57.0 2930.0 5.75 5.7 3.53
0.7 Very Good G VVS2 60.8 57.0 2931.0 5.72 5.76 3.49
0.72 Very Good F VS2 63.3 57.0 2931.0 5.69 5.72 3.61
0.72 Ideal F VS2 61.8 59.0 2931.0 5.71 5.74 3.54
0.7 Premium G VVS1 62.0 61.0 2932.0 5.71 5.62 3.51
0.7 Premium F VVS2 61.0 57.0 2932.0 5.8 5.71 3.51
0.7 Very Good F VVS2 63.2 58.0 2932.0 5.66 5.6 3.56
0.72 Very Good G VVS2 62.2 57.0 2933.0 5.67 5.72 3.54
0.59 Very Good D VVS2 60.6 59.0 2933.0 5.44 5.49 3.31
0.73 Premium F VS2 59.9 58.0 2933.0 5.84 5.87 3.51
0.75 Ideal F VS2 62.3 57.0 2933.0 5.81 5.87 3.64
0.8 Premium H VS1 62.0 60.0 2935.0 5.92 5.86 3.65
0.7 Very Good G VVS2 61.8 60.0 2936.0 5.63 5.69 3.5
0.74 Ideal F VS2 60.5 59.0 2936.0 5.81 5.86 3.53
0.76 Premium G VS1 59.6 57.0 2937.0 6.01 5.91 3.55
0.71 Very Good H VVS1 62.7 57.0 2938.0 5.66 5.72 3.57
0.71 Very Good H VVS1 62.7 59.0 2938.0 5.65 5.67 3.55
0.73 Very Good F VS2 62.7 58.0 2939.0 5.73 5.75 3.6
0.73 Very Good G VS1 60.7 57.0 2939.0 5.76 5.83 3.52
0.73 Ideal F VS2 62.7 58.0 2939.0 5.72 5.77 3.6
0.75 Ideal G VS2 60.6 55.0 2939.0 5.93 5.91 3.59
0.81 Ideal I VS2 61.8 56.0 2939.0 6.02 5.99 3.71
0.82 Premium H VS2 62.6 59.0 2939.0 5.99 5.93 3.73
0.7 Good F VVS2 63.1 57.0 2940.0 5.59 5.66 3.55
0.7 Very Good F VVS2 62.6 59.0 2940.0 5.6 5.64 3.52
0.7 Ideal F VS1 61.2 54.0 2940.0 5.92 5.64 3.54
0.75 Fair E VS2 56.0 67.0 2940.0 6.18 6.08 3.43
0.75 Ideal E VS2 61.6 57.0 2940.0 5.84 5.81 3.59
0.7 Ideal E VS2 61.5 56.0 2940.0 5.73 5.68 3.51
0.71 Premium F VS1 61.1 58.0 2942.0 5.76 5.72 3.51
0.7 Ideal F VS2 60.8 56.0 2942.0 5.78 5.79 3.52
0.72 Ideal F VS2 62.0 56.0 2943.0 5.77 5.75 3.57
0.74 Very Good H VVS2 61.3 58.0 2944.0 5.8 5.85 3.57
0.57 Very Good D VVS1 60.4 57.0 2945.0 5.39 5.44 3.27
0.79 Very Good H VS2 61.5 55.0 2945.0 5.89 5.94 3.64
0.71 Very Good E VS1 63.3 59.0 2946.0 5.64 5.67 3.58
0.71 Very Good E VS1 62.7 57.0 2946.0 5.69 5.73 3.58
0.72 Ideal H VVS1 62.2 56.0 2946.0 5.72 5.75 3.57
0.72 Ideal H VVS1 62.5 57.0 2946.0 5.7 5.73 3.57
0.78 Very Good H VS1 61.7 56.0 2947.0 5.92 5.94 3.66
0.76 Ideal E VS1 62.1 57.0 2947.0 5.82 5.87 3.63
0.73 Premium D VS2 60.9 59.0 2947.0 5.82 5.77 3.53
0.7 Ideal H VVS1 61.2 57.0 2947.0 5.69 5.72 3.49
0.7 Ideal H VVS1 60.5 58.0 2947.0 5.76 5.81 3.5
0.74 Ideal I VS1 62.0 56.0 2947.0 5.79 5.82 3.6
0.74 Ideal I VS1 61.1 57.0 2947.0 5.83 5.86 3.57
0.82 Good H VS2 62.4 54.0 2947.0 5.97 6.04 3.75
0.73 Ideal G VS1 61.7 55.0 2948.0 5.8 5.84 3.59
0.72 Very Good E VS2 63.0 56.0 2949.0 5.66 5.73 3.59
0.72 Ideal H VS1 62.3 55.0 2949.0 5.72 5.74 3.57
0.81 Very Good I VS1 62.7 58.0 2950.0 5.9 5.96 3.72
0.71 Ideal G VS1 62.4 57.0 2950.0 5.68 5.73 3.56
0.71 Premium D VS2 62.1 60.0 2950.0 5.72 5.68 3.54
0.54 Ideal F VVS1 61.6 55.0 2951.0 5.27 5.28 3.25
0.72 Very Good D VS1 62.7 58.0 2951.0 5.65 5.68 3.55
0.7 Very Good E VS2 62.4 58.0 2952.0 5.66 5.68 3.54
0.7 Very Good E VS2 63.4 59.0 2952.0 5.63 5.67 3.58
0.7 Very Good E VS2 61.8 59.0 2952.0 5.63 5.67 3.49
0.7 Very Good E VS1 61.3 60.0 2952.0 5.68 5.7 3.49
0.72 Ideal G VS2 61.5 55.0 2952.0 5.76 5.79 3.55
0.72 Ideal G VS2 61.4 55.0 2952.0 5.76 5.8 3.55
0.7 Ideal E VS2 61.9 58.0 2952.0 5.7 5.73 3.54
0.7 Ideal E VS2 62.6 57.0 2952.0 5.63 5.68 3.54
0.7 Ideal E VS2 62.1 55.0 2952.0 5.71 5.75 3.56
0.7 Good E VS1 61.0 61.0 2952.0 5.69 5.72 3.48
0.8 Very Good H VS2 59.1 59.0 2953.0 6.02 6.07 3.57
0.79 Premium F VS2 63.0 59.0 2953.0 5.84 5.8 3.66
0.75 Good F VS1 64.4 59.0 2953.0 5.67 5.72 3.66
0.71 Very Good E VS2 59.6 60.0 2954.0 5.8 5.85 3.47
0.72 Premium E VS2 61.1 59.0 2954.0 5.75 5.8 3.53
0.76 Ideal G VS2 61.7 54.0 2954.0 5.88 5.92 3.64
0.89 Premium I VS1 62.2 62.0 2955.0 6.14 6.02 3.78
0.7 Very Good F VS2 62.4 57.0 2956.0 5.67 5.71 3.55
0.74 Very Good H VS1 61.4 56.0 2956.0 5.81 5.84 3.57
0.74 Very Good H VS1 62.3 56.0 2956.0 5.75 5.78 3.59
0.7 Ideal F VS2 60.8 57.0 2956.0 5.75 5.77 3.5
0.71 Good F VVS2 58.2 60.0 2956.0 5.89 5.94 3.44
0.7 Premium D VS1 60.4 58.0 2956.0 5.78 5.71 3.47
0.72 Ideal F VS2 62.6 56.0 2956.0 5.75 5.72 3.59
0.72 Ideal F VS2 62.2 56.0 2956.0 5.75 5.73 3.57
0.72 Ideal H VVS1 62.0 55.0 2958.0 5.74 5.77 3.57
0.79 Ideal I VS1 62.2 57.0 2958.0 5.89 5.94 3.68
0.72 Good G VS1 58.0 57.8 2958.0 5.85 5.87 3.4
0.56 Very Good D VVS1 60.1 58.0 2959.0 5.36 5.42 3.24
0.7 Very Good F VS1 60.1 58.0 2959.0 5.73 5.79 3.46
0.79 Premium G VS2 62.3 58.0 2959.0 5.92 5.89 3.68
0.74 Fair G VVS2 65.2 58.0 2959.0 5.7 5.6 3.69
0.71 Very Good H VVS2 61.8 56.0 2960.0 5.7 5.73 3.53
0.7 Very Good D VS2 63.0 56.0 2960.0 5.61 5.69 3.56
0.7 Good D VS2 63.4 57.0 2960.0 5.6 5.67 3.57
0.7 Ideal D VS2 61.3 57.0 2960.0 5.72 5.76 3.52
0.76 Ideal F VS2 62.6 56.0 2960.0 5.82 5.78 3.63
0.72 Ideal G VS2 61.3 56.0 2960.0 5.77 5.81 3.55
0.71 Good F VVS2 58.9 61.0 2960.0 5.8 5.9 3.44
0.74 Ideal G VS1 61.8 55.0 2960.0 5.85 5.8 3.6
0.77 Very Good H VS1 62.8 58.0 2961.0 5.75 5.78 3.62
0.74 Ideal H VVS2 61.2 57.0 2961.0 5.79 5.85 3.56
0.72 Premium E VS1 61.5 60.0 2961.0 5.79 5.75 3.55
0.73 Premium F VS1 61.9 56.0 2961.0 5.81 5.76 3.58
0.73 Premium F VS1 62.7 56.0 2961.0 5.75 5.73 3.6
0.63 Ideal F VVS2 62.3 56.0 2961.0 5.48 5.5 3.42
0.72 Ideal H VS1 61.1 57.0 2961.0 5.8 5.82 3.55
0.71 Premium F VS1 62.1 53.0 2961.0 5.77 5.7 3.56
0.75 Premium H VS1 61.9 61.0 2961.0 5.85 5.82 3.61
0.63 Ideal D VVS2 62.6 56.0 2962.0 5.47 5.49 3.43
0.72 Ideal E VS2 62.0 56.0 2962.0 5.73 5.76 3.56
0.71 Ideal G VS1 62.2 56.0 2962.0 5.69 5.72 3.55
0.71 Ideal E VS1 62.1 53.0 2963.0 5.76 5.73 3.57
0.71 Very Good E VS2 62.9 57.0 2964.0 5.68 5.7 3.58
0.7 Good E VS1 63.6 58.0 2964.0 5.61 5.56 3.55
0.7 Fair E VS1 64.5 57.0 2964.0 5.59 5.55 3.59
0.9 Fair J VS1 65.4 60.0 2964.0 6.02 5.93 3.91
0.9 Premium J VS1 62.1 62.0 2964.0 6.12 6.05 3.78
0.9 Fair J VS1 64.6 58.0 2964.0 6.12 6.06 3.93
0.71 Ideal I VS1 61.8 56.0 2965.0 5.68 5.72 3.52
0.71 Ideal I VS1 61.6 56.0 2965.0 5.71 5.75 3.53
0.71 Ideal I VS1 61.3 57.0 2965.0 5.73 5.76 3.52
0.71 Ideal I VS1 61.5 56.0 2965.0 5.72 5.76 3.52
0.73 Very Good G VS2 62.1 59.0 2966.0 5.68 5.73 3.54
0.7 Ideal I VVS1 61.8 56.0 2966.0 5.69 5.73 3.53
0.7 Very Good E VS1 61.3 56.0 2967.0 5.68 5.71 3.49
0.7 Very Good E VS1 61.5 56.0 2967.0 5.69 5.75 3.52
0.79 Ideal H VS2 62.0 56.0 2967.0 5.91 5.93 3.67
0.3 Very Good H VVS2 62.0 56.0 559.0 4.28 4.3 2.66
0.31 Very Good G VS2 62.6 56.0 559.0 4.33 4.37 2.72
0.31 Very Good G VS2 61.4 55.0 559.0 4.38 4.41 2.69
0.31 Very Good G VS2 60.9 57.0 559.0 4.37 4.39 2.67
0.24 Ideal G VVS1 62.4 56.0 559.0 3.97 3.99 2.48
0.24 Ideal G VVS1 62.1 56.0 559.0 3.97 4.0 2.47
0.24 Ideal G VVS1 62.2 56.0 559.0 4.0 4.04 2.5
0.24 Ideal G VVS1 62.0 55.0 559.0 4.01 4.03 2.49
0.24 Ideal G VVS1 62.0 56.0 559.0 3.97 4.01 2.47
0.32 Ideal G VS1 62.3 55.0 559.0 4.39 4.41 2.74
0.32 Ideal G VS1 61.8 55.0 559.0 4.42 4.45 2.74
0.25 Very Good E VVS2 62.0 56.0 560.0 4.05 4.08 2.52
0.25 Very Good E VVS1 61.5 56.0 560.0 4.06 4.08 2.5
0.32 Ideal G VS2 61.6 54.0 560.0 4.4 4.43 2.72
0.32 Premium H VS1 60.2 58.0 561.0 4.43 4.47 2.68
0.32 Ideal H VS1 61.5 57.0 561.0 4.4 4.42 2.71
0.71 Premium D VS2 58.7 61.0 2968.0 5.88 5.85 3.44
0.8 Ideal G VS2 61.2 57.0 2969.0 6.02 6.07 3.7
0.52 Premium E VVS2 60.1 58.0 2970.0 5.23 5.18 3.13
0.72 Very Good G VS1 60.6 56.0 2970.0 5.84 5.87 3.55
0.7 Good F VS1 63.8 58.0 2970.0 5.58 5.61 3.57
0.78 Premium E VS2 62.6 57.0 2970.0 5.91 5.85 3.68
0.78 Ideal H VS2 61.6 56.0 2970.0 5.94 5.91 3.64
0.76 Ideal G VS1 59.4 57.0 2972.0 5.99 6.03 3.57
0.7 Ideal G VS1 61.7 56.0 2972.0 5.64 5.71 3.5
0.81 Premium H VS1 62.6 58.0 2972.0 5.96 5.9 3.71
0.75 Ideal G VS1 62.3 57.0 2973.0 5.83 5.86 3.64
0.7 Ideal E VS1 60.5 56.0 2973.0 5.74 5.79 3.49
0.7 Good E VS1 59.8 62.0 2973.0 5.74 5.8 3.45
0.71 Ideal G VS2 59.5 57.0 2974.0 5.81 5.8 3.46
0.7 Very Good F VS1 62.1 57.0 2975.0 5.69 5.72 3.54
0.7 Premium F VVS2 62.2 58.0 2975.0 5.72 5.66 3.54
0.83 Ideal H VS2 61.3 54.0 2975.0 6.1 6.06 3.73
0.71 Very Good G VVS2 60.8 58.0 2977.0 5.75 5.77 3.5
0.76 Premium D VS2 60.9 58.0 2977.0 5.9 5.85 3.58
0.54 Ideal F VVS1 61.6 55.0 2977.0 5.28 5.27 3.25
0.71 Ideal G VVS2 62.5 58.0 2978.0 5.7 5.73 3.57
0.7 Ideal E VS1 61.3 54.0 2978.0 5.77 5.83 3.54
0.72 Ideal H VVS1 59.9 59.0 2979.0 5.76 5.82 3.47
0.7 Ideal E VS2 61.7 56.0 2979.0 5.74 5.71 3.53
0.7 Ideal E VS2 61.5 57.0 2980.0 5.67 5.78 3.52
0.7 Ideal E VS2 62.2 55.0 2981.0 5.67 5.71 3.54
0.71 Ideal G VVS1 61.7 57.0 2982.0 5.7 5.75 3.53
0.71 Ideal E VS2 59.5 57.0 2982.0 5.86 5.83 3.48
0.71 Very Good G VS1 60.8 63.0 2982.0 5.76 5.68 3.48
0.71 Premium E VS2 62.6 58.0 2982.0 5.72 5.68 3.57
0.74 Ideal E VS2 62.7 54.0 2984.0 5.8 5.77 3.63
0.9 Very Good J VS2 63.1 57.0 2984.0 6.12 6.06 3.84
0.7 Very Good D VS2 63.1 56.0 2985.0 5.62 5.69 3.57
0.82 Premium H VS1 62.3 60.0 2985.0 5.97 5.94 3.71
0.77 Very Good G VS1 62.8 58.0 2986.0 5.78 5.84 3.65
0.8 Ideal I VS1 61.9 54.1 2986.0 5.92 5.98 3.69
0.82 Ideal I VS1 61.6 57.0 2986.0 6.0 6.05 3.71
0.7 Ideal G VS1 61.3 59.0 2987.0 5.68 5.7 3.49
0.72 Ideal F VS2 62.1 54.0 2989.0 5.76 5.8 3.59
0.76 Very Good G VS2 62.1 54.0 2990.0 5.88 5.94 3.67
0.72 Very Good E VS2 62.9 57.0 2990.0 5.68 5.73 3.59
0.57 Good E VVS1 59.1 65.0 2990.0 5.34 5.43 3.18
0.75 Ideal G VS2 60.6 55.0 2991.0 5.91 5.93 3.59
0.7 Ideal D VS2 60.3 60.0 2991.0 5.71 5.76 3.46
0.7 Very Good E VS2 62.8 56.0 2992.0 5.66 5.68 3.56
0.75 Ideal H VVS2 62.0 55.1 2992.0 5.83 5.85 3.62
0.69 Very Good F VVS2 61.5 60.0 2993.0 5.64 5.67 3.48
0.7 Ideal G VVS2 63.0 55.0 2993.0 5.65 5.69 3.57
0.7 Ideal F VS1 62.4 55.0 2993.0 5.65 5.7 3.54
0.71 Very Good F VS2 59.6 56.0 2994.0 5.84 5.88 3.49
0.71 Very Good G VS1 59.3 55.0 2994.0 5.88 5.95 3.51
0.81 Very Good G VS2 63.1 58.0 2994.0 5.88 5.84 3.7
0.81 Premium G VS2 62.0 58.0 2994.0 5.95 5.92 3.68
0.7 Ideal G VS1 60.9 56.0 2995.0 5.76 5.8 3.52
0.88 Very Good I VS1 63.3 55.0 2996.0 6.11 6.06 3.85
0.74 Ideal I VS2 61.9 55.0 2997.0 5.8 5.83 3.6
0.7 Ideal D VS2 62.8 57.0 2998.0 5.69 5.75 3.59
0.72 Ideal H VS1 61.4 56.0 2998.0 5.79 5.81 3.56
0.7 Ideal F VS1 61.6 57.0 2998.0 5.7 5.73 3.52
1.01 Fair J VVS2 66.0 56.0 2998.0 6.29 6.22 4.13
0.85 Fair G VS1 57.7 67.0 2998.0 6.26 6.19 3.59
0.7 Very Good D VS2 59.7 59.0 2999.0 5.82 5.78 3.46
0.73 Very Good G VS1 62.4 58.1 2999.0 5.71 5.75 3.58
0.7 Premium G VVS2 60.6 60.0 2999.0 5.77 5.69 3.47
0.74 Premium E VS1 62.7 58.0 2999.0 5.83 5.74 3.63
0.74 Premium E VS1 60.9 62.0 2999.0 5.83 5.8 3.54
0.7 Premium G VVS2 60.2 61.0 2999.0 5.74 5.66 3.43
0.93 Good J VS2 63.6 61.0 3000.0 6.16 6.08 3.89
0.7 Premium D VS1 61.6 61.0 3001.0 5.66 5.61 3.47
0.7 Good D VS1 63.6 60.0 3001.0 5.61 5.52 3.54
0.7 Very Good D VS1 63.4 59.0 3001.0 5.58 5.55 3.53
0.6 Ideal G VVS1 62.1 56.0 3001.0 5.42 5.43 3.37
0.75 Very Good H VVS2 60.6 57.0 3002.0 5.86 5.89 3.56
0.71 Premium D VS2 62.1 60.0 3002.0 5.68 5.72 3.54
0.72 Good F VS1 63.8 58.0 3002.0 5.68 5.63 3.61
0.72 Ideal G VVS2 61.6 55.0 3002.0 5.78 5.77 3.56
0.8 Premium G VS2 60.6 59.0 3002.0 6.02 5.97 3.63
0.73 Fair F VS1 58.6 66.0 3002.0 5.92 5.88 3.46
0.65 Premium D VVS2 59.9 58.0 3003.0 5.69 5.63 3.39
0.7 Ideal H VS1 61.7 55.0 3004.0 5.69 5.72 3.52
0.61 Ideal E VS1 61.3 54.0 3004.0 5.53 5.5 3.38
0.55 Ideal F VVS1 61.2 54.0 3005.0 5.3 5.35 3.26
0.72 Ideal I VS1 60.4 56.0 3005.0 5.8 5.86 3.52
0.73 Ideal H VVS1 61.6 57.0 3005.0 5.81 5.78 3.57
0.71 Premium E VS1 61.1 58.0 3006.0 5.8 5.76 3.53
0.71 Very Good E VS1 63.2 60.0 3006.0 5.63 5.6 3.55
0.55 Premium D VVS1 60.3 59.0 3006.0 5.34 5.3 3.21
0.71 Ideal I VVS2 60.7 57.0 3007.0 5.76 5.8 3.51
0.71 Ideal I VVS2 60.4 57.0 3007.0 5.78 5.81 3.5
0.7 Premium E VVS2 62.7 53.0 3007.0 5.65 5.61 3.53
0.7 Very Good D VS1 60.4 58.0 3008.0 5.71 5.78 3.47
0.61 Ideal G VVS1 61.2 56.0 3008.0 5.46 5.48 3.35
0.7 Ideal F VS2 61.3 57.0 3008.0 5.7 5.76 3.51
0.82 Premium H VS1 62.5 59.0 3008.0 5.96 5.94 3.72
0.71 Very Good E VS1 63.7 58.0 3009.0 5.63 5.68 3.6
0.71 Very Good E VS1 62.1 57.0 3009.0 5.67 5.69 3.53
0.71 Very Good E VS1 63.4 58.0 3009.0 5.64 5.68 3.59
0.8 Ideal I VS1 60.7 59.0 3010.0 5.98 6.02 3.64
0.73 Very Good G VS1 60.7 55.0 3011.0 5.87 5.89 3.57
0.61 Ideal E VVS2 62.0 54.0 3011.0 5.43 5.47 3.38
0.7 Ideal F VS2 61.9 55.0 3011.0 5.7 5.74 3.54
0.7 Ideal F VS2 61.8 57.0 3011.0 5.67 5.75 3.53
0.7 Ideal F VS2 62.7 55.0 3011.0 5.66 5.69 3.56
0.7 Ideal F VS2 61.4 58.0 3011.0 5.7 5.73 3.51
0.78 Very Good G VS2 61.3 60.0 3012.0 5.89 5.96 3.63
0.72 Ideal G VS2 61.7 56.0 3012.0 5.74 5.78 3.55
0.75 Premium F VS2 61.6 58.0 3013.0 5.84 5.89 3.61
0.71 Very Good F VS1 62.1 53.0 3013.0 5.7 5.77 3.56
0.71 Ideal F VS1 61.1 57.0 3013.0 5.76 5.82 3.54
0.71 Ideal H VVS1 61.8 56.0 3014.0 5.7 5.75 3.54
0.78 Ideal H VVS2 61.7 55.0 3015.0 5.9 5.94 3.65
0.72 Very Good D VS2 62.1 59.0 3016.0 5.7 5.73 3.55
0.7 Premium E VS1 61.8 58.0 3016.0 5.71 5.75 3.54
0.7 Ideal E VS1 62.7 57.0 3016.0 5.65 5.7 3.56
0.76 Ideal H VS2 61.9 55.0 3016.0 5.85 5.88 3.64
0.7 Very Good G VS1 60.1 60.0 3017.0 5.73 5.76 3.45
0.71 Very Good F VS1 61.8 60.0 3017.0 5.66 5.7 3.51
0.7 Ideal G VS1 61.1 56.0 3017.0 5.72 5.74 3.5
0.5 Good D VVS2 62.4 64.0 3017.0 5.03 5.06 3.14
0.7 Good F VVS1 63.2 58.0 3018.0 5.58 5.62 3.54
0.7 Premium F VVS2 62.5 59.0 3018.0 5.68 5.61 3.53
0.71 Ideal F VVS2 62.6 56.0 3018.0 5.7 5.65 3.55
0.72 Ideal H VS2 61.2 57.0 3018.0 5.79 5.77 3.54
0.7 Good E VS1 60.2 61.0 3018.0 5.71 5.75 3.45
0.77 Premium F VS2 62.4 59.0 3018.0 5.85 5.81 3.64
0.7 Premium F VVS2 62.2 56.0 3018.0 5.72 5.63 3.53
0.71 Ideal D VS2 60.4 53.0 3020.0 5.81 5.85 3.52
0.65 Ideal E VVS2 62.1 57.0 3023.0 5.55 5.6 3.46
0.75 Premium E VS2 62.1 57.0 3024.0 5.9 5.79 3.63
0.9 Very Good J VS2 63.1 59.0 3024.0 6.09 6.05 3.83
0.9 Good J VS2 63.9 58.0 3024.0 6.15 6.08 3.91
0.72 Premium E VS2 60.4 61.0 3024.0 5.79 5.76 3.49
0.72 Premium E VS2 62.5 59.0 3024.0 5.73 5.7 3.57
0.72 Very Good G VS1 60.1 63.0 3024.0 5.86 5.82 3.51
0.65 Very Good D VVS2 57.7 60.0 3025.0 5.69 5.74 3.3
0.7 Very Good G VS2 61.8 55.0 3026.0 5.69 5.74 3.53
0.59 Ideal E VVS2 61.8 57.0 3026.0 5.35 5.4 3.32
0.71 Ideal E VS2 62.3 56.0 3026.0 5.7 5.73 3.56
0.83 Ideal H VS2 61.3 54.0 3027.0 6.06 6.1 3.73
0.77 Good H VVS2 57.9 61.0 3027.0 6.07 6.01 3.5
0.7 Very Good F VVS2 58.5 60.0 3028.0 5.82 5.94 3.44
0.8 Ideal H VS2 62.1 54.0 3030.0 5.96 5.99 3.71
0.74 Ideal H VS1 61.6 55.0 3030.0 5.79 5.83 3.58
0.77 Fair F VS1 66.8 57.0 3031.0 5.66 5.76 3.82
0.72 Premium G VS1 58.9 58.0 3032.0 5.93 5.85 3.47
0.55 Ideal F VVS1 61.2 54.0 3032.0 5.35 5.3 3.26
0.71 Very Good D VS2 63.0 57.0 3033.0 5.67 5.7 3.58
0.73 Ideal G VS1 61.6 57.0 3033.0 5.76 5.79 3.56
0.7 Good D VS2 64.1 59.0 3033.0 5.56 5.49 3.54
0.7 Very Good D VS2 63.2 60.0 3033.0 5.61 5.56 3.53
0.7 Good D VS2 63.9 58.0 3033.0 5.62 5.58 3.58
0.92 Fair I VS2 64.4 58.0 3033.0 6.13 6.1 3.94
0.7 Ideal G VS1 61.4 57.0 3034.0 5.7 5.73 3.51
0.72 Very Good E VS2 63.8 57.0 3035.0 5.66 5.69 3.62
0.71 Ideal E VS2 59.5 57.0 3035.0 5.83 5.86 3.48
0.72 Ideal G VS1 62.4 59.0 3035.0 5.71 5.74 3.57
0.8 Very Good H VVS2 62.9 56.0 3036.0 5.9 5.96 3.73
0.74 Ideal E VS2 62.6 56.0 3036.0 5.73 5.81 3.61
0.61 Ideal D VVS2 62.4 58.0 3036.0 5.38 5.42 3.37
0.7 Very Good G VVS1 63.3 57.0 3037.0 5.59 5.63 3.55
0.32 Premium G VS2 60.5 58.0 561.0 4.41 4.42 2.67
0.32 Premium G VS2 62.5 60.0 561.0 4.32 4.38 2.72
0.32 Ideal G VS2 61.4 56.0 561.0 4.37 4.39 2.69
0.32 Premium G VS2 59.8 59.0 561.0 4.48 4.52 2.69
0.32 Premium I VVS2 60.7 59.0 561.0 4.4 4.43 2.68
0.32 Very Good G VS2 60.2 57.0 561.0 4.42 4.45 2.67
0.32 Good G VS2 63.3 54.0 561.0 4.36 4.39 2.77
0.32 Good H VS1 63.1 57.0 561.0 4.34 4.37 2.75
0.32 Ideal G VS2 61.4 55.0 561.0 4.4 4.46 2.72
0.32 Ideal G VS2 59.8 57.0 561.0 4.43 4.46 2.66
0.32 Ideal G VS2 61.7 57.0 561.0 4.38 4.4 2.71
0.32 Premium H VS1 62.3 58.0 561.0 4.34 4.39 2.72
0.32 Very Good H VS1 63.0 57.0 561.0 4.32 4.35 2.73
0.32 Premium G VS2 61.9 58.0 561.0 4.36 4.43 2.72
0.32 Good G VS2 63.1 57.0 561.0 4.3 4.35 2.73
0.32 Very Good H VS1 63.0 57.0 561.0 4.37 4.39 2.76
0.32 Ideal G VS2 61.8 57.0 561.0 4.37 4.4 2.71
0.32 Very Good H VS1 61.7 58.0 561.0 4.37 4.41 2.71
0.32 Premium H VS1 61.7 58.0 561.0 4.38 4.44 2.72
0.32 Ideal G VS2 61.8 55.0 561.0 4.41 4.42 2.73
0.32 Premium G VS2 61.7 60.0 561.0 4.32 4.4 2.69
0.32 Very Good G VS2 62.6 58.0 561.0 4.37 4.39 2.74
0.32 Premium G VS2 62.3 58.0 561.0 4.36 4.41 2.73
0.32 Ideal G VS2 61.6 57.0 561.0 4.39 4.41 2.71
0.32 Ideal H VS1 61.9 55.0 561.0 4.4 4.42 2.73
0.32 Ideal H VS1 60.2 56.0 561.0 4.44 4.49 2.69
0.76 Ideal H VS2 61.4 57.0 3038.0 5.85 5.88 3.6
0.7 Ideal H VS2 61.5 56.0 3038.0 5.71 5.73 3.52
0.7 Very Good G VVS2 61.0 59.0 3039.0 5.67 5.7 3.47
0.7 Fair F VS1 64.9 59.0 3039.0 5.56 5.59 3.62
0.73 Ideal G VS1 61.8 57.0 3041.0 5.78 5.81 3.58
0.71 Ideal F VS1 62.7 57.0 3041.0 5.66 5.7 3.56
0.71 Ideal F VS1 61.7 55.0 3041.0 5.73 5.77 3.55
0.81 Good I VS1 59.4 56.0 3042.0 5.97 6.11 3.59
0.71 Ideal G VVS2 62.5 57.0 3042.0 5.73 5.7 3.57
0.72 Very Good G VVS2 60.4 58.0 3043.0 5.77 5.82 3.5
0.71 Very Good F VS1 62.2 55.0 3045.0 5.68 5.74 3.56
0.71 Very Good F VS1 61.2 57.0 3045.0 5.73 5.77 3.52
0.71 Very Good D VS2 62.8 56.0 3045.0 5.67 5.7 3.57
0.72 Premium D VS2 60.2 60.0 3045.0 5.76 5.81 3.48
0.7 Good G VVS2 61.1 61.0 3046.0 5.67 5.69 3.47
0.73 Fair D VS1 66.0 54.0 3047.0 5.56 5.66 3.7
0.72 Good E VS1 57.9 60.0 3048.0 5.97 5.91 3.44
0.72 Very Good E VS1 63.1 56.0 3048.0 5.7 5.65 3.58
0.9 Ideal J VS1 62.6 55.0 3048.0 6.13 6.11 3.83
0.66 Ideal D VVS2 61.6 57.0 3049.0 5.64 5.57 3.45
0.62 Very Good D VVS2 58.1 63.0 3050.0 5.59 5.66 3.27
0.7 Very Good D VS2 62.5 55.0 3052.0 5.65 5.71 3.55
0.77 Ideal F VS2 61.2 57.0 3052.0 5.93 5.97 3.64
0.7 Very Good G VVS2 60.2 61.0 3052.0 5.66 5.74 3.43
0.7 Very Good D VS2 62.6 58.0 3053.0 5.67 5.7 3.56
0.71 Very Good E VS2 59.9 59.0 3053.0 5.79 5.83 3.48
0.7 Very Good F VS1 62.8 59.0 3053.0 5.65 5.69 3.56
0.71 Ideal E VS2 60.9 56.0 3053.0 5.77 5.83 3.53
0.79 Premium G VS1 62.3 56.0 3053.0 5.94 5.87 3.68
0.79 Premium G VS1 61.3 59.0 3053.0 5.97 5.91 3.64
0.7 Very Good D VS1 62.9 60.0 3054.0 5.62 5.67 3.55
0.65 Very Good D VVS2 59.9 58.0 3056.0 5.63 5.69 3.39
0.61 Ideal E VVS2 60.8 56.0 3056.0 5.5 5.47 3.34
0.57 Ideal F VVS1 61.1 55.0 3057.0 5.36 5.44 3.3
0.76 Good F VS1 59.9 61.0 3057.0 5.89 5.98 3.56
0.91 Premium J VS2 61.6 58.0 3058.0 6.28 6.23 3.85
0.72 Very Good F VS1 62.1 59.0 3059.0 5.69 5.74 3.55
0.71 Very Good E VS1 61.8 56.0 3059.0 5.74 5.78 3.56
0.74 Very Good H VVS1 62.4 57.0 3061.0 5.76 5.81 3.61
0.7 Very Good E VS1 61.1 55.0 3061.0 5.72 5.77 3.51
0.71 Very Good E VS1 63.3 56.0 3061.0 5.64 5.68 3.58
0.71 Fair G VVS1 62.8 57.0 3062.0 5.67 5.57 3.53
0.7 Premium F VVS2 58.7 60.0 3062.0 5.8 5.75 3.39
0.71 Premium E VS2 62.2 59.0 3062.0 5.71 5.61 3.52
0.71 Premium E VS2 62.0 61.0 3062.0 5.71 5.65 3.52
0.93 Premium J VS1 60.3 58.0 3062.0 6.37 6.31 3.82
0.7 Very Good E VS1 62.2 57.0 3063.0 5.63 5.68 3.52
0.7 Very Good E VS1 62.5 56.0 3063.0 5.64 5.68 3.54
0.7 Good E VS1 59.4 61.0 3063.0 5.79 5.83 3.45
0.71 Very Good E VS1 63.3 59.0 3064.0 5.64 5.68 3.58
0.76 Premium E VS2 61.7 62.0 3064.0 5.85 5.82 3.6
0.7 Ideal F VS2 61.4 56.0 3064.0 5.72 5.75 3.52
0.7 Ideal F VS2 61.6 55.0 3064.0 5.72 5.75 3.53
0.72 Very Good E VS2 63.0 58.0 3065.0 5.69 5.73 3.6
0.7 Ideal G VS1 61.5 56.0 3065.0 5.7 5.75 3.52
0.77 Ideal I VS1 61.4 56.0 3066.0 5.9 5.93 3.63
0.71 Ideal F VS1 62.0 57.0 3066.0 5.7 5.75 3.55
0.71 Ideal F VS1 62.1 57.0 3066.0 5.73 5.76 3.57
0.73 Very Good E VS2 63.1 55.0 3066.0 5.77 5.71 3.62
0.7 Very Good E VS1 63.4 60.0 3068.0 5.63 5.66 3.58
0.7 Ideal E VS2 62.6 56.0 3068.0 5.65 5.69 3.55
0.85 Very Good I VS2 60.0 57.0 3070.0 6.1 6.16 3.68
0.82 Ideal I VS1 61.6 56.0 3071.0 6.05 6.01 3.72
0.71 Good G VVS1 62.7 61.0 3072.0 5.64 5.68 3.55
0.7 Very Good G VVS1 63.1 56.0 3073.0 5.64 5.67 3.57
0.7 Ideal G VVS1 61.6 55.0 3073.0 5.72 5.75 3.53
0.75 Ideal G VS2 61.6 55.0 3073.0 5.86 5.89 3.62
0.71 Ideal E VS2 62.2 57.0 3073.0 5.69 5.73 3.55
0.62 Premium E VVS1 61.9 59.0 3073.0 5.62 5.5 3.44
0.7 Good D VS2 58.0 65.0 3073.0 5.81 5.73 3.39
0.78 Very Good G VS2 61.7 58.0 3074.0 5.87 5.92 3.64
0.9 Fair I VVS2 67.0 56.0 3074.0 5.91 5.83 3.93
0.77 Ideal H VS1 61.4 55.0 3074.0 5.89 5.93 3.63
0.72 Very Good D VS2 61.8 58.0 3075.0 5.73 5.76 3.55
0.72 Very Good D VS2 62.6 59.0 3075.0 5.69 5.72 3.57
0.72 Ideal H VVS1 62.2 57.0 3075.0 5.72 5.75 3.57
0.76 Ideal I VS2 61.7 56.0 3075.0 5.87 5.9 3.63
0.73 Ideal E VS2 62.7 56.0 3077.0 5.75 5.8 3.62
0.71 Fair D VS2 64.7 58.0 3077.0 5.61 5.58 3.62
0.71 Premium D VS2 60.3 62.0 3077.0 5.76 5.69 3.45
0.72 Premium E VS2 62.5 59.0 3078.0 5.7 5.73 3.57
0.76 Ideal E VS2 61.3 56.0 3079.0 5.79 5.83 3.56 
// Combining conditions
display(spark.sql("SELECT * FROM diamonds WHERE clarity LIKE 'V%' AND price > 10000"))
carat cut color clarity depth table price x y z
1.7 Ideal J VS2 60.5 58.0 10002.0 7.73 7.74 4.68
1.03 Ideal E VVS2 60.6 59.0 10003.0 6.5 6.53 3.95
1.23 Very Good G VVS2 60.6 55.0 10004.0 6.93 7.02 4.23
1.25 Ideal F VS2 61.6 55.0 10006.0 6.93 6.96 4.28
1.21 Very Good F VS1 62.3 58.0 10009.0 6.76 6.85 4.24
1.51 Premium I VS2 59.9 60.0 10010.0 7.42 7.36 4.43
1.05 Ideal F VVS2 60.5 55.0 10011.0 6.67 6.58 4.01
1.6 Ideal J VS1 62.0 53.0 10011.0 7.57 7.56 4.69
1.35 Premium G VS1 62.1 59.0 10012.0 7.06 7.02 4.37
1.53 Premium I VS2 62.0 58.0 10013.0 7.36 7.41 4.58
1.13 Ideal F VS1 60.9 57.0 10016.0 6.73 6.76 4.11
1.21 Premium F VS1 62.6 59.0 10018.0 6.81 6.76 4.25
1.01 Very Good F VVS1 62.9 57.0 10019.0 6.35 6.41 4.01
1.04 Ideal E VVS2 62.9 55.0 10019.0 6.47 6.51 4.08
1.26 Very Good G VVS2 60.9 56.0 10020.0 6.95 7.01 4.25
1.5 Very Good H VS2 60.9 59.0 10023.0 7.37 7.43 4.51
1.12 Premium F VVS2 62.4 59.0 10028.0 6.58 6.66 4.13
1.27 Premium F VS1 60.3 58.0 10028.0 7.06 7.04 4.25
1.52 Very Good I VS1 62.9 59.9 10032.0 7.27 7.31 4.59
1.24 Premium F VS1 62.5 58.0 10033.0 6.87 6.83 4.28
1.23 Very Good F VS1 62.0 59.0 10035.0 6.84 6.87 4.25
1.5 Good G VS1 63.6 57.0 10036.0 7.23 7.14 4.57
1.22 Ideal G VVS2 62.3 56.0 10038.0 6.81 6.84 4.25
1.3 Ideal G VS1 62.0 55.0 10038.0 6.98 7.02 4.34
1.59 Premium I VS2 60.2 60.0 10039.0 7.58 7.61 4.57
1.83 Premium I VS2 60.5 60.0 10043.0 7.93 7.86 4.78
1.07 Ideal E VVS2 61.4 56.0 10043.0 6.65 6.55 4.05
1.51 Very Good H VS1 61.5 54.0 10045.0 7.34 7.42 4.54
1.08 Ideal F VVS2 61.6 57.0 10046.0 6.57 6.6 4.06
1.0 Premium D VVS2 61.6 60.0 10046.0 6.41 6.36 3.93
1.03 Ideal F VVS2 61.1 57.0 10049.0 6.51 6.54 3.99
1.52 Very Good I VS2 62.3 58.0 10051.0 7.32 7.28 4.55
1.08 Ideal F VVS2 62.1 55.0 10052.0 6.57 6.6 4.09
1.2 Premium G VVS2 62.8 59.0 10053.0 6.72 6.65 4.2
1.2 Premium E VS1 60.7 57.0 10053.0 6.89 6.81 4.16
1.2 Premium G VVS2 61.2 58.0 10053.0 6.88 6.84 4.2
1.71 Premium I VS1 60.3 62.0 10055.0 7.76 7.7 4.66
1.0 Ideal F VVS1 62.3 53.0 10058.0 6.37 6.43 3.99
1.07 Ideal F VVS2 62.3 57.0 10061.0 6.56 6.58 4.09
1.66 Premium J VVS2 62.6 59.0 10062.0 7.58 7.54 4.73
1.2 Premium F VVS2 60.5 60.0 10064.0 6.98 6.87 4.19
1.11 Very Good F VVS1 62.5 59.0 10069.0 6.59 6.63 4.13
1.34 Ideal G VS1 62.7 57.0 10070.0 7.1 7.04 4.43
1.31 Premium G VS1 61.5 59.0 10071.0 7.06 7.0 4.32
1.31 Ideal G VS1 62.2 56.0 10071.0 7.05 7.01 4.37
1.31 Ideal G VS1 61.5 57.0 10071.0 7.06 7.02 4.33
1.53 Very Good H VS1 59.5 63.0 10076.0 7.51 7.44 4.45
1.26 Premium F VS1 62.7 58.0 10076.0 6.93 6.86 4.32
1.73 Ideal J VS2 63.0 57.0 10076.0 7.64 7.6 4.8
1.19 Ideal D VS1 61.1 57.0 10079.0 6.84 6.87 4.19
1.5 Ideal I VS1 61.3 57.0 10080.0 7.35 7.32 4.5
1.5 Premium I VS1 62.7 59.0 10080.0 7.3 7.25 4.56
1.5 Ideal H VS1 61.3 55.0 10080.0 7.37 7.34 4.51
1.21 Premium D VS1 60.2 59.0 10083.0 6.89 6.86 4.14
1.71 Premium H VS2 59.2 61.0 10084.0 7.83 7.77 4.62
1.82 Very Good J VS1 62.2 56.0 10090.0 7.83 7.96 4.91
1.51 Very Good H VS2 61.9 57.0 10090.0 7.32 7.36 4.54
1.3 Ideal F VS2 62.2 56.0 10090.0 6.98 6.94 4.33
1.3 Premium F VS2 60.4 59.0 10090.0 7.12 7.06 4.28
1.5 Very Good I VVS2 63.3 58.0 10090.0 7.27 7.24 4.59
1.57 Ideal I VS2 61.5 56.0 10093.0 7.56 7.49 4.63
1.07 Ideal F VVS2 60.3 55.0 10093.0 6.65 6.68 4.02
1.31 Very Good E VS2 63.1 56.0 10094.0 6.95 6.9 4.37
1.33 Good G VS1 62.8 60.0 10096.0 6.87 6.92 4.33
1.53 Premium I VS1 61.2 59.0 10098.0 7.39 7.41 4.53
1.61 Ideal I VS2 62.5 57.0 10098.0 7.49 7.43 4.66
1.31 Ideal G VS1 61.9 56.0 10099.0 7.03 7.13 4.38
1.22 Ideal F VS1 62.3 57.0 10100.0 6.83 6.79 4.24
1.07 Ideal E VVS2 61.7 57.0 10104.0 6.55 6.61 4.06
1.59 Very Good I VS2 60.5 63.0 10106.0 7.52 7.45 4.53
1.22 Premium G VVS2 62.0 58.0 10111.0 6.9 6.85 4.26
1.09 Premium E VVS2 59.9 59.0 10111.0 6.73 6.7 4.02
1.58 Very Good I VS1 61.8 57.0 10112.0 7.5 7.56 4.64
1.0 Very Good D VVS2 61.7 58.0 10113.0 6.37 6.41 3.94
1.23 Ideal G VVS1 63.2 56.0 10113.0 6.78 6.83 4.3
1.25 Ideal D VS2 62.6 56.0 10114.0 6.87 6.84 4.29
1.17 Premium D VS1 61.7 59.0 10115.0 6.77 6.72 4.16
1.28 Ideal G VS1 62.1 57.0 10126.0 6.91 6.94 4.3
1.43 Ideal H VVS2 61.6 54.0 10129.0 7.25 7.29 4.48
1.51 Good H VS1 59.9 61.0 10129.0 7.34 7.39 4.41
1.52 Very Good I VS2 61.7 55.0 10130.0 7.39 7.32 4.54
1.04 Very Good D VVS2 60.8 58.0 10130.0 6.49 6.53 3.96
1.07 Ideal E VVS2 62.3 56.0 10133.0 6.51 6.61 4.09
1.5 Good F VS2 64.0 56.0 10134.0 7.18 7.13 4.64
1.0 Premium E VVS1 60.3 54.0 10134.0 6.59 6.47 3.94
1.21 Premium E VS1 60.3 58.0 10137.0 6.95 6.91 4.18
1.24 Ideal F VS1 61.5 54.0 10138.0 6.93 6.89 4.25
1.24 Ideal F VS1 60.9 54.0 10138.0 6.98 6.95 4.24
1.11 Very Good F VVS1 59.7 55.0 10141.0 6.77 6.82 4.06
1.1 Ideal D VS1 61.9 56.0 10144.0 6.58 6.61 4.09
1.01 Premium D VVS2 60.2 58.0 10147.0 6.57 6.51 3.94
1.31 Ideal G VS1 60.5 57.0 10155.0 7.1 7.14 4.31
1.2 Premium D VS2 61.1 58.0 10161.0 6.85 6.83 4.18
1.5 Very Good I VS1 62.2 59.0 10164.0 7.27 7.3 4.53
1.54 Premium I VS1 61.6 58.0 10164.0 7.39 7.42 4.56
1.54 Good I VS1 63.6 60.0 10164.0 7.3 7.33 4.65
1.5 Ideal I VS1 62.0 54.0 10164.0 7.32 7.38 4.56
1.67 Very Good I VS2 60.7 60.0 10165.0 7.61 7.68 4.64
1.7 Very Good J VS1 62.9 58.0 10165.0 7.54 7.67 4.79
1.53 Ideal I VS1 60.2 60.0 10171.0 7.51 7.48 4.51
1.2 Very Good F VVS2 63.8 58.0 10173.0 6.67 6.69 4.26
1.21 Ideal F VS2 61.5 54.0 10177.0 6.88 6.89 4.24
1.01 Good G VS2 63.6 56.0 10181.0 6.31 6.24 3.99
1.24 Very Good E VS1 62.0 58.0 10185.0 6.9 6.96 4.3
1.51 Ideal H VS1 61.2 58.0 10186.0 7.36 7.42 4.52
1.35 Ideal G VS1 61.5 56.0 10193.0 7.12 7.15 4.39
1.53 Premium I VS2 62.0 58.0 10196.0 7.41 7.36 4.58
1.09 Ideal F VVS2 62.0 56.0 10196.0 6.63 6.6 4.1
1.01 Ideal F VVS1 60.5 60.0 10197.0 6.45 6.47 3.91
1.58 Ideal I VS2 61.4 55.0 10197.0 7.49 7.55 4.62
1.24 Premium G VVS2 59.9 60.0 10202.0 6.98 7.0 4.19
1.24 Very Good E VS1 59.9 61.0 10202.0 6.96 6.99 4.18
1.27 Premium G VVS2 61.0 58.0 10203.0 6.96 7.01 4.26
1.08 Very Good F VVS1 61.0 58.0 10204.0 6.64 6.61 4.04
1.5 Very Good H VS2 63.4 57.0 10206.0 7.27 7.2 4.59
1.5 Fair H VS2 65.2 58.0 10206.0 7.12 7.06 4.62
1.57 Ideal I VS1 62.3 57.0 10209.0 7.44 7.48 4.65
1.12 Premium F VVS2 62.4 59.0 10211.0 6.66 6.58 4.13
1.52 Ideal I VS1 62.9 60.0 10214.0 7.31 7.27 4.59
1.2 Ideal E VS2 61.3 56.0 10214.0 6.89 6.84 4.21
1.51 Very Good I VS1 61.1 61.0 10215.0 7.32 7.37 4.49
1.01 Premium D VVS2 62.4 60.0 10221.0 6.31 6.36 3.95
1.3 Ideal G VS1 62.0 55.0 10221.0 7.02 6.98 4.34
1.22 Ideal G VVS2 62.3 56.0 10221.0 6.84 6.81 4.25
1.07 Ideal E VVS2 61.3 56.0 10222.0 6.53 6.6 4.02
1.59 Premium I VS2 60.2 60.0 10222.0 7.61 7.58 4.57
1.53 Premium H VS2 59.3 59.0 10224.0 7.53 7.59 4.48
1.53 Premium H VS2 59.8 58.0 10224.0 7.49 7.52 4.49
1.51 Very Good H VS2 62.8 58.0 10225.0 7.21 7.28 4.55
1.37 Very Good G VS1 58.3 60.0 10226.0 7.3 7.35 4.27
1.21 Ideal G VVS1 60.2 57.0 10232.0 7.02 6.94 4.2
1.12 Ideal F VVS2 60.4 56.0 10236.0 6.82 6.78 4.11
1.6 Very Good I VS1 62.3 59.0 10238.0 7.46 7.51 4.66
1.16 Ideal D VS1 61.2 58.0 10241.0 6.73 6.76 4.13
1.31 Ideal F VS2 59.6 60.0 10243.0 7.06 7.16 4.24
1.35 Ideal G VS1 62.2 57.0 10244.0 7.09 7.05 4.4
1.21 Premium F VS1 61.9 58.0 10245.0 6.82 6.76 4.2
1.09 Ideal F VVS2 62.1 56.0 10246.0 6.55 6.59 4.08
1.34 Ideal H VVS1 62.1 56.0 10255.0 7.05 7.11 4.4
1.5 Good H VS1 63.4 59.0 10256.0 7.2 7.29 4.59
1.21 Ideal G VVS2 60.6 56.0 10256.0 6.9 6.89 4.18
1.14 Premium E VVS2 59.7 58.0 10258.0 6.83 6.91 4.1
1.07 Ideal D VVS2 61.3 58.0 10266.0 6.55 6.64 4.04
1.23 Very Good F VS1 60.8 58.0 10276.0 6.9 6.94 4.21
1.57 Ideal I VS2 62.7 56.0 10278.0 7.36 7.4 4.63
1.53 Premium I VS1 61.2 59.0 10282.0 7.41 7.39 4.53
1.21 Very Good F VS2 60.1 58.0 10283.0 6.85 6.92 4.14
1.01 Ideal E VVS2 61.4 56.0 10283.0 6.49 6.45 3.97
1.26 Very Good F VS1 62.5 58.0 10284.0 6.83 6.94 4.3
1.25 Very Good E VS1 61.5 59.0 10285.0 6.91 6.95 4.26
1.55 Ideal I VS1 61.2 55.0 10286.0 7.49 7.47 4.58
1.07 Ideal E VVS2 61.7 57.0 10288.0 6.61 6.55 4.06
1.5 Good H VS2 63.6 58.0 10291.0 7.22 7.27 4.61
1.5 Good H VS2 61.2 61.0 10291.0 7.25 7.32 4.46
1.5 Premium H VS2 62.2 58.0 10291.0 7.27 7.36 4.55
1.5 Premium H VS2 60.8 59.0 10291.0 7.34 7.36 4.47
1.08 Ideal E VS1 61.7 55.0 10292.0 6.58 6.61 4.07
1.21 Ideal G VVS1 61.0 57.0 10295.0 6.87 6.93 4.21
1.08 Ideal E VVS2 62.5 57.0 10300.0 6.52 6.57 4.09
1.52 Premium I VS1 60.6 57.0 10300.0 7.51 7.44 4.53
1.46 Ideal G VS2 62.3 56.0 10302.0 7.28 7.2 4.51
1.26 Premium G VVS2 62.7 58.0 10302.0 6.95 6.86 4.33
1.23 Ideal G VVS2 60.3 57.0 10304.0 6.98 6.97 4.21
1.23 Ideal G VVS2 61.0 57.0 10304.0 6.93 6.9 4.22
1.12 Ideal G VVS2 61.5 57.0 10305.0 6.65 6.67 4.1
1.18 Ideal G VVS2 61.3 55.0 10308.0 6.86 6.81 4.19
1.59 Very Good I VS2 61.1 58.6 10309.0 7.49 7.53 4.59
1.71 Ideal J VS1 62.4 56.0 10309.0 7.59 7.63 4.75
1.4 Ideal G VS2 61.7 56.0 10311.0 7.2 7.25 4.46
1.86 Ideal J VS2 62.6 56.0 10312.0 7.95 7.87 4.95
1.08 Ideal E VVS2 61.8 56.0 10313.0 6.55 6.59 4.06
1.09 Ideal E VVS2 61.6 56.0 10314.0 6.6 6.64 4.08
1.04 Premium D VVS2 60.8 58.0 10314.0 6.53 6.49 3.96
1.15 Ideal F VS1 61.1 55.0 10316.0 6.76 6.82 4.15
1.23 Ideal G VVS2 62.2 55.0 10317.0 6.86 6.9 4.28
1.23 Ideal G VVS2 62.7 56.0 10317.0 6.81 6.84 4.28
1.51 Very Good H VS2 63.0 57.0 10319.0 7.25 7.3 4.58
1.27 Very Good G VVS2 61.5 58.0 10321.0 6.9 6.96 4.26
1.13 Ideal F VVS2 61.4 56.0 10327.0 6.77 6.72 4.14
1.1 Very Good F VVS1 62.2 59.0 10329.0 6.56 6.69 4.12
1.56 Premium H VS2 62.4 58.0 10331.0 7.44 7.39 4.63
1.09 Ideal E VVS2 60.9 56.0 10333.0 6.66 6.7 4.07
1.56 Ideal I VS2 61.8 56.0 10333.0 7.41 7.45 4.59
1.7 Premium H VS2 60.6 58.0 10333.0 7.72 7.65 4.66
1.7 Ideal H VS2 62.8 55.0 10333.0 7.61 7.54 4.76
1.7 Premium H VS2 59.0 58.0 10333.0 7.77 7.72 4.57
1.21 Ideal D VS1 61.0 57.0 10335.0 6.88 6.85 4.19
1.57 Very Good I VS1 59.7 61.0 10336.0 7.51 7.62 4.52
1.7 Premium H VVS2 61.4 58.0 10337.0 7.66 7.62 4.69
1.58 Ideal I VS2 61.1 55.0 10338.0 7.48 7.53 4.59
1.42 Premium F VS1 58.4 59.0 10338.0 7.36 7.32 4.29
1.29 Premium F VS1 60.9 58.0 10341.0 6.97 7.01 4.26
1.01 Premium F VVS1 60.8 58.0 10341.0 6.55 6.48 3.96
1.27 Ideal G VVS2 62.4 53.3 10342.0 6.94 6.95 4.33
1.17 Ideal G VVS1 61.7 57.0 10342.0 6.84 6.9 4.13
1.23 Ideal F VS2 62.4 54.0 10342.0 6.84 6.87 4.28
1.6 Very Good I VS2 60.0 58.0 10346.0 7.61 7.68 4.59
1.54 Premium I VS1 61.6 58.0 10349.0 7.42 7.39 4.56
1.54 Very Good I VS1 61.1 63.0 10349.0 7.43 7.36 4.52
1.54 Good I VS1 63.6 60.0 10349.0 7.33 7.3 4.65
1.04 Premium E VVS1 62.5 59.0 10350.0 6.41 6.46 4.02
1.1 Ideal D VS2 61.7 56.0 10350.0 6.63 6.67 4.1
1.4 Very Good G VS2 60.1 62.0 10351.0 7.16 7.25 4.33
1.17 Ideal F VVS2 61.9 54.0 10351.0 6.76 6.82 4.2
1.21 Ideal E VS1 62.4 57.0 10351.0 6.75 6.83 4.24
1.21 Ideal D VS2 60.9 60.0 10353.0 6.91 6.86 4.19
1.58 Ideal J VVS1 61.5 56.0 10357.0 7.48 7.5 4.61
1.31 Ideal G VS1 62.0 58.0 10359.0 6.97 7.02 4.34
1.62 Premium I VS1 61.7 59.0 10362.0 7.55 7.47 4.63
1.26 Premium E VS1 60.7 58.0 10367.0 7.02 7.04 4.27
1.26 Ideal G VVS2 60.7 56.0 10367.0 7.03 7.05 4.27
1.2 Ideal F VS1 62.1 58.0 10367.0 6.78 6.84 4.23
1.26 Ideal G VS1 62.2 54.0 10371.0 6.89 6.98 4.31
1.4 Very Good G VS2 62.2 61.0 10378.0 7.09 7.13 4.42
1.21 Ideal G VVS2 62.0 56.0 10378.0 6.8 6.84 4.23
1.35 Ideal G VS1 61.5 56.0 10378.0 7.15 7.12 4.39
1.55 Ideal I VS1 61.5 54.0 10384.0 7.42 7.58 4.61
1.02 Ideal E VVS2 61.5 57.0 10384.0 6.55 6.5 4.01
1.1 Premium E VVS2 60.1 58.0 10387.0 6.69 6.76 4.04
1.24 Premium E VS1 59.9 61.0 10388.0 6.99 6.96 4.18
1.24 Premium G VVS2 59.9 60.0 10388.0 7.0 6.98 4.19
1.27 Premium G VVS2 61.0 58.0 10389.0 7.01 6.96 4.26
1.52 Ideal I VS1 60.7 60.0 10392.0 7.4 7.42 4.5
1.24 Ideal G VVS2 61.4 58.0 10395.0 6.88 6.92 4.24
1.13 Ideal G VVS2 61.6 57.0 10396.0 6.66 6.75 4.13
1.7 Premium I VS2 61.9 56.0 10396.0 7.55 7.5 4.66
1.56 Ideal I VS1 61.2 59.0 10399.0 7.43 7.5 4.57
2.01 Premium J VS2 58.6 61.0 10401.0 8.18 8.14 4.78
1.51 Premium I VS1 61.1 61.0 10401.0 7.37 7.32 4.49
1.5 Ideal I VS1 62.2 54.0 10406.0 7.33 7.4 4.57
1.01 Premium D VVS2 62.4 60.0 10407.0 6.36 6.31 3.95
1.31 Very Good D VS2 59.5 61.0 10409.0 7.16 7.19 4.27
1.1 Ideal D VVS2 61.0 56.0 10410.0 6.67 6.73 4.09
1.51 Premium H VS2 60.6 58.0 10411.0 7.42 7.36 4.48
1.11 Ideal F VVS1 61.9 57.0 10412.0 6.62 6.66 4.11
1.37 Premium G VS1 58.3 60.0 10412.0 7.35 7.3 4.27
1.35 Premium G VS1 61.0 59.0 10415.0 7.15 7.09 4.34
1.55 Premium I VS1 58.2 60.0 10416.0 7.69 7.59 4.45
1.43 Very Good G VS2 62.2 58.0 10419.0 7.15 7.18 4.46
1.32 Premium F VS2 60.9 59.0 10423.0 7.12 7.06 4.32
1.56 Premium H VS2 62.2 58.0 10424.0 7.41 7.44 4.62
1.5 Very Good H VS2 58.9 59.0 10424.0 7.34 7.43 4.35
1.4 Ideal G VS2 62.1 55.0 10427.0 7.12 7.05 4.4
1.58 Premium I VS1 61.1 59.0 10428.0 7.44 7.52 4.57
1.52 Good H VS2 63.3 57.0 10428.0 7.32 7.33 4.64
1.71 Very Good J VS1 61.9 59.0 10428.0 7.6 7.69 4.73
1.75 Premium J VS1 62.2 59.0 10429.0 7.7 7.74 4.8
1.21 Very Good E VS1 60.0 58.0 10430.0 6.89 6.97 4.16
1.34 Premium F VS2 61.1 58.0 10431.0 7.12 7.05 4.33
1.23 Very Good G VVS1 61.3 57.0 10435.0 6.88 6.96 4.24
1.19 Ideal F VVS2 61.7 56.0 10436.0 6.82 6.85 4.22
1.29 Premium F VS1 59.3 60.0 10437.0 7.14 7.1 4.22
1.16 Ideal F VVS2 61.8 56.7 10439.0 6.7 6.78 4.16
1.25 Ideal D VS1 61.7 56.0 10441.0 6.92 7.01 4.3
1.11 Ideal D VS2 61.2 57.0 10443.0 6.69 6.71 4.1
1.23 Ideal G VVS2 61.3 56.0 10445.0 6.89 6.91 4.23
1.14 Premium E VVS2 59.7 58.0 10446.0 6.91 6.83 4.1
1.57 Very Good I VS2 60.3 58.0 10447.0 7.58 7.55 4.56
1.19 Ideal F VS1 60.5 57.0 10449.0 6.82 6.88 4.15
1.01 Very Good D VVS2 62.5 59.0 10453.0 6.34 6.4 3.98
1.07 Ideal E VVS2 61.8 54.0 10453.0 6.56 6.61 4.07
1.2 Ideal G VVS2 61.1 56.0 10454.0 6.88 6.91 4.21
1.36 Ideal G VS1 61.0 56.0 10455.0 7.13 7.11 4.34
1.71 Premium H VS1 62.1 59.0 10457.0 7.63 7.55 4.71
1.57 Ideal I VS2 62.8 57.0 10462.0 7.46 7.37 4.66
1.09 Very Good F VVS1 61.4 58.0 10463.0 6.6 6.65 4.07
1.0 Very Good E VVS1 62.7 54.0 10463.0 6.36 6.39 4.0
1.2 Ideal G VVS2 62.2 53.0 10463.0 6.8 6.84 4.24
1.59 Premium I VS2 62.9 56.0 10471.0 7.48 7.43 4.69
1.35 Ideal G VS1 60.9 54.0 10471.0 7.18 7.15 4.36
1.39 Very Good G VS2 62.6 56.0 10476.0 7.08 7.11 4.44
1.72 Very Good J VS2 60.9 61.0 10477.0 7.77 7.79 4.74
1.5 Good H VS2 63.6 58.0 10478.0 7.27 7.22 4.61
1.5 Premium H VS2 61.2 61.0 10478.0 7.32 7.25 4.46
1.63 Premium I VS2 61.0 60.0 10479.0 7.62 7.59 4.64
1.56 Ideal I VVS2 62.0 56.0 10481.0 7.39 7.42 4.6
1.21 Ideal G VVS1 61.0 57.0 10482.0 6.93 6.87 4.21
1.5 Premium I VVS2 60.2 58.0 10483.0 7.5 7.34 4.47
1.21 Ideal G VVS1 61.4 58.0 10483.0 6.85 6.89 4.22
1.24 Premium G VVS1 60.4 59.0 10485.0 7.02 7.01 4.24
1.1 Ideal F VVS2 61.2 56.0 10487.0 6.66 6.74 4.1
1.22 Premium F VVS2 63.0 56.0 10494.0 6.88 6.76 4.3
1.6 Very Good I VS2 60.0 60.0 10497.0 7.55 7.59 4.54
1.52 Very Good H VS1 59.8 57.0 10497.0 7.47 7.55 4.49
1.01 Very Good E VVS1 63.2 54.0 10498.0 6.41 6.31 4.02
1.01 Very Good D VVS2 59.8 57.0 10499.0 6.49 6.58 3.91
1.55 Premium G VS2 60.5 60.0 10499.0 7.49 7.46 4.52
1.62 Ideal I VS2 62.1 55.0 10501.0 7.53 7.58 4.69
1.21 Ideal F VS1 61.8 56.0 10504.0 6.84 6.86 4.23
1.19 Ideal G VVS1 61.6 59.0 10508.0 6.78 6.79 4.18
1.14 Ideal E VVS2 62.3 55.0 10512.0 6.68 6.71 4.17
1.54 Very Good I VVS2 62.7 57.0 10518.0 7.35 7.43 4.63
1.56 Very Good I VS1 58.2 59.0 10523.0 7.65 7.7 4.47
1.29 Premium F VS1 60.9 58.0 10530.0 7.01 6.97 4.26
1.71 Ideal H VS2 63.0 57.0 10534.0 7.57 7.53 4.76
1.28 Ideal G VS1 62.1 56.0 10537.0 6.97 6.94 4.32
1.22 Ideal D VS2 61.7 56.0 10538.0 6.89 6.86 4.24
1.04 Premium E VVS1 62.5 59.0 10539.0 6.46 6.41 4.02
1.33 Ideal G VS1 62.0 55.0 10539.0 7.12 7.07 4.4
1.15 Ideal D VS2 61.0 57.0 10546.0 6.76 6.78 4.13
1.03 Premium F VVS1 59.7 60.0 10546.0 6.63 6.57 3.94
1.55 Very Good H VS2 63.3 56.0 10546.0 7.38 7.32 4.65
1.51 Premium H VS2 61.5 58.0 10548.0 7.45 7.32 4.45
1.51 Premium H VS2 63.0 58.0 10548.0 7.34 7.27 4.6
1.5 Very Good I VVS2 59.7 60.0 10551.0 7.46 7.62 4.5
1.51 Ideal G VS2 62.8 57.0 10553.0 7.33 7.26 4.58
1.51 Fair G VS2 58.1 67.0 10553.0 7.59 7.49 4.38
1.21 Ideal E VS2 61.8 53.0 10556.0 6.86 6.9 4.25
1.31 Ideal G VS1 62.0 53.0 10556.0 7.06 7.07 4.37
1.26 Ideal G VVS2 60.7 56.0 10556.0 7.05 7.03 4.27
1.5 Very Good H VS2 61.6 55.0 10558.0 7.37 7.43 4.56
1.53 Ideal I VS1 61.5 55.0 10560.0 7.4 7.42 4.56
1.64 Ideal I VS2 62.5 56.0 10562.0 7.58 7.52 4.72
1.0 Fair D VVS2 61.1 57.0 10562.0 6.37 6.3 3.87
1.01 Good E VVS1 63.1 59.0 10567.0 6.31 6.34 3.99
1.21 Ideal G VVS2 61.3 57.0 10568.0 6.83 6.85 4.19
1.23 Ideal G VVS1 61.8 56.0 10572.0 6.8 6.89 4.24
1.32 Very Good F VS1 60.3 57.0 10575.0 7.08 7.12 4.28
1.51 Ideal I VS1 61.6 56.0 10576.0 7.37 7.43 4.56
1.1 Premium E VVS2 60.1 58.0 10577.0 6.76 6.69 4.04
1.0 Ideal F VVS2 61.3 53.0 10577.0 6.44 6.48 3.96
1.02 Premium D VVS2 61.4 58.0 10580.0 6.43 6.46 3.96
1.2 Premium F VVS2 62.8 60.0 10580.0 6.79 6.74 4.25
1.23 Ideal F VVS2 63.0 55.0 10580.0 6.89 6.79 4.31
1.79 Premium J VS2 62.5 60.0 10581.0 7.76 7.69 4.83
1.41 Ideal G VS2 60.8 55.0 10581.0 7.27 7.2 4.4
1.5 Premium H VS1 59.3 61.0 10584.0 7.53 7.47 4.45
1.5 Very Good H VS1 63.4 56.0 10584.0 7.29 7.25 4.61
1.7 Ideal J VS1 60.9 58.0 10589.0 7.73 7.68 4.69
1.69 Premium I VS2 62.4 58.0 10600.0 7.66 7.53 4.74
1.53 Very Good I VS1 62.8 55.0 10602.0 7.35 7.4 4.63
1.35 Ideal D VS2 61.3 57.0 10602.0 7.09 7.13 4.36
1.11 Ideal F VVS1 61.9 57.0 10602.0 6.66 6.62 4.11
1.03 Ideal D VS1 61.7 57.0 10607.0 6.45 6.48 3.99
1.58 Very Good H VS2 61.4 60.0 10608.0 7.49 7.44 4.58
1.43 Premium G VS2 62.2 58.0 10609.0 7.18 7.15 4.46
1.23 Very Good F VS1 59.3 59.0 10609.0 6.98 7.01 4.15
1.29 Ideal G VVS2 62.4 57.0 10614.0 6.94 6.97 4.34
1.52 Very Good H VS2 63.3 57.0 10618.0 7.33 7.32 4.64
1.58 Premium I VS1 61.1 59.0 10618.0 7.52 7.44 4.57
1.03 Ideal F VVS1 62.1 56.3 10619.0 6.43 6.5 4.02
1.75 Premium J VS1 62.2 59.0 10619.0 7.74 7.7 4.8
1.22 Ideal E VS1 62.4 54.0 10622.0 6.77 6.88 4.26
1.52 Fair G VS2 55.2 66.0 10623.0 7.72 7.67 4.26
1.51 Premium I VVS2 61.1 60.0 10623.0 7.33 7.36 4.49
1.4 Premium F VS2 61.5 60.0 10625.0 7.25 7.18 4.44
1.51 Good H VS2 63.5 60.0 10628.0 7.24 7.27 4.61
1.32 Ideal G VS1 62.4 53.0 10631.0 7.03 7.08 4.4
1.25 Ideal G VVS2 61.5 55.0 10636.0 6.92 6.94 4.26
1.25 Ideal G VVS2 62.5 54.0 10636.0 6.88 6.93 4.31
1.35 Ideal H VVS1 61.9 57.0 10639.0 7.06 7.09 4.38
2.0 Good I VS2 64.0 60.0 10640.0 7.9 7.83 5.04
1.25 Premium E VS2 61.5 58.0 10640.0 6.98 6.91 4.27
1.52 Premium G VS1 58.8 61.0 10640.0 7.54 7.45 4.41
1.02 Very Good E VVS1 60.2 60.0 10641.0 6.39 6.54 3.89
1.52 Ideal I VS1 62.4 57.0 10641.0 7.32 7.36 4.58
1.15 Ideal G VVS1 62.7 56.0 10644.0 6.69 6.67 4.19
1.5 Fair G VS2 66.2 53.0 10644.0 7.12 7.08 4.7
1.5 Ideal I VVS2 61.7 55.0 10646.0 7.32 7.39 4.54
1.23 Ideal G VVS2 60.8 57.0 10646.0 6.89 6.92 4.2
1.23 Very Good F VVS2 58.5 59.0 10650.0 6.98 7.07 4.11
1.5 Very Good H VS1 63.4 59.0 10652.0 7.13 7.2 4.54
1.3 Very Good G VS1 62.5 58.0 10654.0 6.9 6.95 4.33
1.51 Premium H VS1 59.6 60.0 10655.0 7.5 7.41 4.44
1.51 Ideal I VS1 63.2 57.0 10655.0 7.4 7.28 4.62
1.35 Ideal G VS1 62.7 57.0 10656.0 7.02 7.07 4.42
1.27 Ideal F VS2 61.0 54.0 10656.0 7.0 7.02 4.28
1.79 Ideal J VS2 61.8 56.0 10658.0 7.74 7.85 4.82
1.7 Ideal I VS2 61.1 57.0 10662.0 7.7 7.66 4.69
1.7 Premium I VS2 62.7 58.0 10662.0 7.57 7.52 4.73
1.5 Premium H VS2 60.6 61.0 10668.0 7.34 7.31 4.44
1.62 Premium I VS2 60.1 59.0 10669.0 7.63 7.6 4.58
1.26 Premium F VS1 62.0 58.0 10669.0 6.95 6.88 4.29
1.5 Good G VS2 63.7 57.0 10669.0 7.29 7.25 4.63
1.02 Very Good E VVS1 62.2 57.0 10672.0 6.4 6.59 4.04
1.5 Very Good H VS1 60.7 58.0 10681.0 7.35 7.42 4.48
1.75 Very Good J VS1 61.5 59.0 10681.0 7.75 7.83 4.79
1.17 Very Good D VS1 60.5 57.0 10681.0 6.79 6.86 4.13
1.68 Ideal J VS1 61.1 57.0 10681.0 7.64 7.7 4.69
1.57 Very Good I VS1 62.7 58.0 10682.0 7.41 7.43 4.65
1.21 Ideal G VS1 61.3 57.0 10685.0 6.82 6.87 4.2
1.21 Ideal G VS1 61.6 57.0 10685.0 6.85 6.87 4.22
1.21 Ideal G VS1 61.8 57.0 10685.0 6.81 6.86 4.23
1.51 Premium H VS2 60.7 58.0 10685.0 7.45 7.4 4.51
1.51 Ideal H VS2 62.6 57.0 10685.0 7.37 7.33 4.6
1.66 Ideal I VS1 61.0 55.0 10691.0 7.67 7.64 4.67
1.5 Good H VS2 63.9 60.0 10692.0 7.17 7.22 4.6
1.5 Ideal H VS2 62.2 57.0 10692.0 7.27 7.33 4.54
1.01 Very Good E VVS1 61.6 58.0 10693.0 6.45 6.57 4.01
1.01 Good E VVS1 63.1 57.0 10696.0 6.36 6.39 4.02
1.1 Very Good F VVS1 59.8 54.0 10701.0 6.74 6.77 4.04
1.56 Premium H VS2 62.5 59.0 10702.0 7.3 7.33 4.57
1.54 Premium H VS2 61.8 59.0 10702.0 7.35 7.4 4.56
1.14 Ideal E VVS2 62.3 55.0 10703.0 6.71 6.68 4.17
1.01 Very Good E VVS1 62.3 56.0 10704.0 6.41 6.47 4.01
1.21 Premium D VS1 62.6 56.0 10706.0 6.83 6.74 4.25
1.26 Ideal F VS2 61.5 56.0 10709.0 6.97 7.01 4.3
1.04 Ideal D VS1 61.6 57.0 10709.0 6.52 6.56 4.03
1.55 Very Good I VS1 59.0 58.0 10711.0 7.56 7.63 4.48
1.31 Ideal E VS1 61.7 55.0 10711.0 7.11 7.05 4.37
1.28 Premium G VVS2 62.1 58.0 10716.0 6.96 6.91 4.31
1.22 Very Good F VVS2 60.7 62.0 10719.0 6.81 6.84 4.14
1.26 Ideal G VVS1 62.1 57.0 10720.0 6.91 7.01 4.32
1.24 Ideal G VVS1 62.3 56.0 10724.0 6.86 6.89 4.28
1.29 Ideal F VS1 62.3 54.4 10727.0 6.93 7.0 4.34
1.53 Premium I VS1 62.4 59.0 10729.0 7.3 7.34 4.57
1.23 Very Good E VS1 61.5 58.0 10730.0 6.88 6.93 4.25
1.01 Premium D VVS2 62.4 58.0 10732.0 6.39 6.44 4.0
1.33 Ideal G VS1 59.9 57.3 10732.0 7.16 7.21 4.3
1.42 Ideal G VS2 62.6 57.0 10735.0 7.19 7.15 4.49
1.67 Premium I VS2 61.9 56.0 10736.0 7.64 7.6 4.72
1.13 Ideal F VVS2 62.1 54.0 10742.0 6.67 6.71 4.16
1.51 Premium H VS1 62.4 60.0 10743.0 7.27 7.34 4.56
1.5 Premium I VVS2 59.7 60.0 10744.0 7.62 7.46 4.5
1.19 Ideal F VVS2 60.8 57.0 10748.0 6.85 6.83 4.16
1.5 Premium H VS2 61.6 55.0 10750.0 7.43 7.37 4.56
1.0 Fair D VVS1 56.7 68.0 10752.0 6.66 6.64 3.77
1.0 Premium D VVS1 62.9 58.0 10752.0 6.34 6.28 3.97
1.59 Ideal I VS2 61.7 57.0 10752.0 7.47 7.52 4.62
1.15 Ideal F VVS2 62.7 57.0 10757.0 6.69 6.65 4.18
1.54 Premium H VS2 61.9 61.0 10758.0 7.41 7.33 4.56
1.01 Very Good E VVS1 63.1 59.0 10760.0 6.34 6.31 3.99
1.01 Ideal D VVS2 61.7 57.0 10761.0 6.43 6.47 3.98
1.51 Ideal H VS2 62.5 55.0 10763.0 7.29 7.34 4.57
1.51 Good H VS2 64.2 58.5 10763.0 7.16 7.22 4.62
1.3 Premium G VVS2 60.2 58.0 10763.0 7.17 7.08 4.29
1.12 Ideal F VVS2 61.3 57.0 10764.0 6.67 6.7 4.1
1.54 Good H VS1 63.1 57.0 10769.0 7.34 7.4 4.65
1.12 Ideal E VVS2 60.6 57.0 10769.0 6.77 6.66 4.07
1.34 Very Good F VS1 59.7 60.0 10771.0 7.17 7.2 4.29
1.02 Premium D VVS2 61.4 58.0 10773.0 6.46 6.43 3.96
1.51 Premium H VS1 62.1 58.0 10775.0 7.32 7.26 4.53
1.71 Ideal J VS1 62.4 56.0 10778.0 7.63 7.59 4.75
1.29 Very Good E VS1 61.8 57.0 10780.0 6.99 6.93 4.3
1.14 Ideal F VVS2 61.9 57.0 10786.0 6.73 6.68 4.15
1.2 Ideal G VVS1 63.1 56.0 10786.0 6.74 6.7 4.24
1.26 Ideal G VVS1 61.1 57.0 10787.0 7.02 6.98 4.28
1.01 Ideal E VVS1 61.8 54.0 10789.0 6.43 6.49 3.99
1.4 Very Good F VS2 60.0 58.0 10790.0 7.24 7.29 4.36
1.53 Ideal I VS1 62.8 55.0 10796.0 7.4 7.35 4.63
1.35 Ideal D VS2 61.3 57.0 10796.0 7.13 7.09 4.36
1.01 Ideal D VVS2 60.6 56.0 10797.0 6.53 6.48 3.94
1.01 Premium D VVS2 61.6 58.0 10797.0 6.44 6.39 3.95
1.86 Very Good J VS2 62.5 55.0 10798.0 7.81 7.9 4.91
1.01 Very Good D VVS2 63.0 56.0 10800.0 6.35 6.41 4.02
1.68 Ideal I VS2 62.1 57.0 10800.0 7.6 7.54 4.7
1.29 Premium F VS1 61.3 61.0 10801.0 7.05 6.95 4.29
1.67 Ideal I VS1 61.2 57.0 10802.0 7.69 7.66 4.7
1.04 Ideal F VVS2 61.6 57.0 10804.0 6.47 6.51 4.0
1.27 Ideal G VVS1 61.7 56.0 10805.0 6.9 7.03 4.3
1.29 Ideal G VVS2 62.4 57.0 10807.0 6.97 6.94 4.34
1.7 Very Good J VVS1 62.9 60.0 10808.0 7.56 7.61 4.77
1.16 Premium F VVS1 60.4 60.0 10809.0 6.9 6.77 4.13
1.2 Ideal G VVS2 62.3 54.0 10812.0 6.82 6.86 4.26
1.32 Premium F VS2 62.2 58.0 10814.0 7.03 6.95 4.35
1.51 Premium I VVS2 61.1 60.0 10817.0 7.36 7.33 4.49
1.51 Good H VS1 58.2 58.0 10819.0 7.49 7.56 4.38
1.51 Ideal I VVS2 61.6 58.0 10821.0 7.35 7.4 4.54
1.71 Ideal J VS1 61.6 57.0 10821.0 7.67 7.62 4.71
1.51 Very Good H VS2 63.5 60.0 10822.0 7.27 7.24 4.61
1.22 Ideal E VS1 61.8 56.0 10823.0 6.84 6.88 4.24
1.6 Very Good I VS1 58.6 58.0 10824.0 7.66 7.72 4.51
1.52 Premium I VVS2 61.6 58.0 10824.0 7.37 7.41 4.55
1.51 Premium I VVS1 61.0 61.0 10824.0 7.47 7.34 4.52
1.04 Ideal F VVS1 61.6 55.0 10825.0 6.5 6.53 4.02
1.55 Premium H VS2 62.7 57.0 10827.0 7.42 7.36 4.63
1.53 Premium H VS2 59.9 60.0 10827.0 7.5 7.46 4.48
1.23 Very Good F VVS2 62.4 58.0 10835.0 6.74 6.89 4.26
1.68 Ideal G VS2 62.1 55.0 10838.0 7.64 7.59 4.73
1.28 Ideal G VVS2 61.2 54.0 10839.0 7.03 7.06 4.31
1.23 Premium F VVS2 58.5 59.0 10844.0 7.07 6.98 4.11
1.2 Ideal G VVS2 61.2 56.0 10846.0 6.92 6.89 4.23
1.35 Ideal G VS1 62.7 57.0 10850.0 7.07 7.02 4.42
1.16 Ideal F VVS2 60.5 58.0 10850.0 6.77 6.85 4.12
1.38 Premium G VS1 62.4 58.0 10850.0 7.14 7.09 4.44
1.52 Ideal I VS1 61.8 55.0 10851.0 7.38 7.41 4.57
1.01 Ideal E VVS2 61.7 55.0 10852.0 6.44 6.49 3.99
1.23 Ideal G VS1 61.6 57.0 10859.0 6.84 6.9 4.23
1.01 Ideal D VVS2 61.1 57.0 10860.0 6.47 6.49 3.96
1.1 Ideal F VVS1 62.7 57.0 10861.0 6.57 6.63 4.14
1.51 Ideal H VS2 61.4 58.0 10861.0 7.36 7.42 4.54
1.02 Premium E VVS1 62.2 57.0 10867.0 6.59 6.4 4.04
1.55 Ideal I VS1 61.9 55.0 10869.0 7.43 7.46 4.61
1.05 Ideal F VVS1 61.6 55.0 10872.0 6.57 6.53 4.04
1.5 Very Good I VVS2 62.0 53.0 10873.0 7.3 7.34 4.54
1.05 Ideal F VVS2 62.1 55.0 10874.0 6.54 6.56 4.07
1.14 Premium F VVS1 60.8 58.0 10878.0 6.79 6.74 4.11
1.57 Premium H VS1 61.7 58.0 10880.0 7.47 7.56 4.64
1.26 Ideal G VVS2 60.9 57.0 10886.0 6.98 7.01 4.26
1.5 Good H VS2 63.9 60.0 10886.0 7.22 7.17 4.6
1.5 Ideal H VS2 62.2 57.0 10886.0 7.33 7.27 4.54
1.01 Ideal E VVS1 62.2 57.0 10887.0 6.38 6.44 3.99
1.22 Ideal G VVS1 61.1 56.0 10888.0 6.91 6.94 4.23
1.01 Premium E VVS1 61.6 58.0 10888.0 6.57 6.45 4.01
1.53 Premium H VS2 60.1 58.0 10889.0 7.57 7.6 4.71
1.2 Very Good F VVS2 62.9 59.0 10891.0 6.72 6.76 4.24
1.01 Very Good E VVS1 63.1 57.0 10891.0 6.39 6.36 4.02
1.54 Premium H VS2 61.8 59.0 10897.0 7.4 7.35 4.56
1.5 Ideal I VVS2 60.3 57.0 10907.0 7.43 7.47 4.49
1.16 Ideal D VS2 61.8 55.0 10907.0 6.72 6.75 4.16
1.7 Premium I VS2 62.4 58.0 10910.0 7.61 7.56 4.73
1.62 Very Good H VS2 62.6 58.0 10912.0 7.57 7.45 4.7
1.05 Very Good E VVS1 59.5 60.0 10915.0 6.56 6.66 3.93
1.26 Ideal G VVS1 62.1 57.0 10916.0 7.01 6.91 4.32
1.32 Ideal E VS2 62.0 56.0 10919.0 7.02 7.07 4.37
1.5 Ideal H VS2 62.3 56.0 10920.0 7.34 7.29 4.56
1.58 Ideal I VS1 62.4 54.0 10920.0 7.43 7.46 4.64
1.26 Very Good G VVS1 60.2 59.0 10922.0 6.98 7.07 4.23
1.29 Ideal F VS1 62.3 54.0 10923.0 7.0 6.93 4.34
1.53 Premium I VS1 62.4 59.0 10924.0 7.34 7.3 4.57
1.37 Ideal G VS1 62.2 55.0 10927.0 7.09 7.12 4.42
1.01 Premium D VVS2 62.4 58.0 10927.0 6.44 6.39 4.0
1.36 Premium F VS2 59.3 60.0 10929.0 7.23 7.2 4.28
1.7 Premium I VS2 62.0 59.0 10929.0 7.6 7.55 4.7
1.3 Premium F VS1 61.0 59.0 10930.0 7.05 7.08 4.31
1.57 Premium H VS1 60.5 61.0 10930.0 7.6 7.51 4.57
1.2 Very Good F VVS2 61.4 60.0 10931.0 6.79 6.83 4.18
1.5 Ideal I VVS2 60.7 60.0 10931.0 7.35 7.4 4.48
1.14 Ideal G VVS1 61.1 58.0 10933.0 6.74 6.77 4.13
1.7 Very Good I VS2 63.0 58.0 10935.0 7.52 7.65 4.78
1.51 Premium H VS1 62.4 60.0 10939.0 7.34 7.27 4.56
1.71 Ideal J VVS2 61.6 59.0 10945.0 7.65 7.68 4.72
1.24 Ideal G VS1 61.8 55.0 10946.0 6.85 6.89 4.25
1.12 Ideal F VVS2 62.2 55.0 10949.0 6.64 6.68 4.14
1.51 Very Good H VS2 63.2 57.0 10950.0 7.18 7.32 4.58
1.51 Premium H VS2 60.2 60.0 10951.0 7.5 7.38 4.48
1.01 Ideal E VVS1 62.0 57.0 10954.0 6.39 6.45 3.98
1.5 Premium I VVS1 62.4 60.0 10956.0 7.29 7.32 4.56
1.31 Ideal F VS1 61.9 54.0 10957.0 7.03 7.06 4.35
1.5 Very Good H VS2 62.8 57.0 10959.0 7.25 7.3 4.57
1.51 Ideal H VS2 64.2 59.0 10959.0 7.22 7.16 4.62
1.51 Ideal H VS2 62.5 55.0 10959.0 7.34 7.29 4.57
1.25 Very Good G VVS1 60.6 60.0 10962.0 6.92 6.95 4.2
1.35 Premium F VS2 61.9 58.0 10962.0 7.06 7.02 4.36
1.57 Ideal I VS2 60.4 58.0 10964.0 7.55 7.59 4.57
1.02 Ideal D VVS2 62.0 56.0 10967.0 6.43 6.48 4.0
1.44 Very Good D VS2 63.1 56.0 10967.0 7.15 7.12 4.5
1.52 Ideal I VVS1 61.9 56.0 10968.0 7.34 7.37 4.55
1.32 Premium F VS1 61.7 59.0 10977.0 6.95 6.99 4.3
1.54 Premium H VS2 61.0 60.0 10977.0 7.42 7.46 4.54
1.2 Good F VVS1 63.6 57.0 10982.0 6.71 6.74 4.28
1.25 Ideal G VVS2 62.2 55.0 10983.0 6.87 6.93 4.29
1.04 Premium D VVS2 61.1 60.0 10984.0 6.54 6.51 3.99
1.01 Very Good E VVS1 63.6 55.0 10993.0 6.35 6.39 4.05
1.66 Premium H VS2 62.3 58.0 10993.0 7.62 7.57 4.73
1.5 Good F VS2 63.6 59.0 10995.0 7.13 7.22 4.56
1.25 Ideal G VVS1 61.3 56.0 10996.0 6.95 6.98 4.28
1.27 Ideal G VVS1 61.7 56.0 11002.0 7.03 6.9 4.3
1.22 Ideal G VVS2 60.0 58.0 11003.0 6.95 6.99 4.18
1.7 Premium J VVS1 62.9 60.0 11005.0 7.61 7.56 4.77
1.5 Premium I VVS2 61.4 58.0 11007.0 7.38 7.32 4.51
1.5 Fair H VS1 61.7 60.0 11007.0 7.37 7.27 4.52
1.5 Premium H VS1 61.1 58.0 11007.0 7.46 7.37 4.53
1.41 Ideal G VS1 60.4 57.0 11009.0 7.22 7.31 4.39
1.37 Ideal G VS1 61.1 55.0 11009.0 7.2 7.16 4.39
1.41 Very Good F VS1 63.4 63.0 11010.0 7.13 6.97 4.47
1.01 Ideal D VVS2 61.5 57.0 11015.0 6.43 6.48 3.97
1.59 Very Good I VS1 61.2 57.8 11018.0 7.5 7.52 4.6
1.63 Ideal I VS2 61.9 54.3 11019.0 7.54 7.58 4.68
1.21 Ideal D VS1 60.1 60.0 11019.0 6.92 6.99 4.18
1.2 Premium F VVS2 62.2 58.0 11021.0 6.83 6.78 4.23
1.52 Premium I VVS2 61.6 58.0 11021.0 7.41 7.37 4.55
1.6 Premium I VS1 58.6 58.0 11021.0 7.72 7.66 4.51
1.33 Good D VS2 63.6 58.0 11023.0 7.02 6.91 4.43
1.5 Very Good H VS2 60.7 61.0 11025.0 7.34 7.41 4.48
1.02 Ideal E VVS1 61.4 57.0 11028.0 6.39 6.47 3.95
1.44 Premium G VS2 59.5 61.0 11032.0 7.38 7.3 4.37
1.71 Premium G VS2 61.3 58.0 11032.0 7.64 7.6 4.67
1.52 Ideal I VVS1 62.3 55.0 11033.0 7.32 7.37 4.58
1.56 Very Good H VS2 63.1 60.0 11039.0 7.43 7.34 4.66
1.23 Ideal F VVS2 61.8 56.0 11040.0 6.84 6.89 4.24
1.61 Ideal H VS2 61.4 57.0 11045.0 7.52 7.57 4.63
1.55 Premium H VS2 60.4 60.0 11048.0 7.39 7.44 4.48
1.74 Premium J VS1 62.5 58.0 11050.0 7.67 7.65 4.79
1.13 Ideal F VVS1 61.7 56.0 11051.0 6.68 6.75 4.14
1.2 Ideal D VS1 61.0 59.0 11053.0 6.79 6.85 4.16
1.01 Ideal D VVS2 61.1 57.0 11057.0 6.49 6.47 3.96
2.02 Premium I VS2 61.2 60.0 11059.0 8.22 8.13 5.0
1.47 Very Good G VS2 62.7 56.0 11060.0 7.15 7.18 4.49
1.3 Premium G VVS1 60.5 60.0 11061.0 7.01 7.05 4.25
1.02 Premium E VVS1 61.5 59.0 11062.0 6.41 6.46 3.96
1.7 Premium I VS2 61.7 59.0 11062.0 7.63 7.57 4.69
1.52 Premium H VS2 61.1 59.0 11066.0 7.45 7.38 4.53
1.55 Ideal I VS1 61.9 55.0 11067.0 7.46 7.43 4.61
1.51 Very Good H VS2 60.9 57.0 11068.0 7.39 7.43 4.51
1.3 Ideal G VVS2 62.0 57.0 11073.0 6.96 7.03 4.34
1.11 Ideal E VVS2 62.9 55.0 11074.0 6.56 6.62 4.14
1.51 Very Good H VS2 60.9 54.0 11077.0 7.38 7.41 4.5
1.32 Ideal G VS1 61.7 56.0 11079.0 7.03 7.11 4.36
1.23 Very Good G VVS1 61.2 55.8 11081.0 6.9 6.94 4.23
1.01 Ideal D VVS2 62.3 53.0 11082.0 6.4 6.47 4.02
1.69 Ideal I VS2 61.7 56.0 11086.0 7.65 7.71 4.74
1.53 Premium H VS2 60.1 58.0 11087.0 7.6 7.57 4.71
1.51 Very Good I VVS1 63.0 59.0 11088.0 7.24 7.3 4.58
1.5 Premium H VS1 62.1 59.0 11088.0 7.27 7.31 4.53
1.5 Premium H VS1 59.9 60.0 11088.0 7.39 7.44 4.44
1.25 Premium E VS1 61.5 59.0 11088.0 6.95 6.91 4.26
1.25 Ideal G VVS2 62.0 59.0 11089.0 6.88 6.96 4.29
1.5 Premium H VS2 62.4 59.0 11092.0 7.29 7.32 4.56
1.52 Very Good G VS2 62.4 56.0 11093.0 7.26 7.36 4.56
1.18 Ideal E VS1 61.4 57.0 11104.0 6.77 6.81 4.17
1.53 Premium H VS2 62.7 56.0 11104.0 7.39 7.31 4.61
1.52 Premium H VS2 59.4 59.0 11105.0 7.45 7.49 4.44
1.31 Very Good G VVS2 62.2 59.0 11108.0 6.91 6.98 4.32
1.41 Ideal G VS1 60.4 57.0 11109.0 7.31 7.22 4.39
1.47 Premium G VS2 62.8 57.0 11113.0 7.27 7.22 4.55
1.62 Ideal H VS2 62.4 57.0 11114.0 7.48 7.53 4.68
1.13 Ideal E VVS2 61.4 57.0 11115.0 6.69 6.74 4.12
1.13 Ideal E VVS2 61.6 56.0 11115.0 6.69 6.71 4.13
2.01 Good I VS2 59.0 64.0 11115.0 8.25 8.19 4.85
1.34 Premium G VVS2 61.3 58.0 11118.0 7.16 7.1 4.37
1.59 Ideal I VS1 61.2 58.0 11119.0 7.52 7.5 4.6
1.16 Ideal F VVS2 60.5 57.0 11120.0 6.8 6.86 4.13
1.53 Premium H VS1 59.4 59.0 11127.0 7.58 7.51 4.48
1.02 Ideal E VVS1 61.3 57.0 11128.0 6.47 6.54 3.99
1.24 Very Good F VVS2 62.0 55.0 11130.0 6.88 6.95 4.29
1.3 Premium F VS1 62.0 58.0 11130.0 6.94 6.9 4.29
1.1 Ideal D VVS2 62.0 57.0 11132.0 6.57 6.62 4.09
1.1 Very Good D VVS2 61.7 56.0 11132.0 6.64 6.65 4.1
1.36 Ideal F VS1 61.4 57.0 11132.0 7.25 7.09 4.4
1.51 Ideal H VS2 62.5 56.0 11133.0 7.37 7.33 4.57
1.7 Very Good H VVS2 63.2 56.0 11133.0 7.59 7.56 4.79
1.31 Ideal F VS1 61.7 56.0 11136.0 7.02 7.04 4.34
1.23 Ideal F VVS2 61.8 56.0 11141.0 6.89 6.84 4.24
1.31 Ideal G VVS1 61.1 57.0 11146.0 7.01 7.06 4.3
1.57 Premium I VVS2 60.7 58.0 11146.0 7.54 7.51 4.57
1.28 Ideal G VVS1 62.1 56.0 11147.0 6.93 6.96 4.31
1.55 Premium H VS2 60.4 60.0 11149.0 7.44 7.39 4.48
1.77 Ideal J VS1 62.2 56.0 11150.0 7.77 7.73 4.82
1.62 Ideal I VS1 60.8 56.0 11152.0 7.56 7.61 4.62
1.52 Ideal H VS1 62.3 55.0 11154.0 7.36 7.32 4.57
1.01 Ideal E VVS1 62.0 57.0 11154.0 6.45 6.39 3.98
1.5 Premium I VVS1 62.4 60.0 11155.0 7.32 7.29 4.56
1.66 Ideal I VS2 62.3 54.0 11156.0 7.58 7.61 4.73
1.5 Ideal H VS2 62.8 57.0 11159.0 7.3 7.25 4.57
1.51 Very Good G VS2 59.3 58.0 11161.0 7.32 7.49 4.39
1.51 Very Good H VS1 61.8 59.0 11161.0 7.27 7.32 4.51
1.51 Premium H VS1 61.0 60.0 11161.0 7.29 7.34 4.46
1.71 Premium H VS1 58.1 62.0 11161.0 8.02 7.84 4.61
1.3 Premium G VVS1 60.5 60.0 11162.0 7.05 7.01 4.25
1.02 Premium E VVS1 61.5 59.0 11163.0 6.46 6.41 3.96
1.51 Very Good H VS2 62.8 60.0 11166.0 7.25 7.28 4.56
1.08 Ideal E VVS2 61.0 56.0 11166.0 6.64 6.67 4.06
1.02 Ideal D VVS2 62.0 56.0 11167.0 6.48 6.43 4.0
1.52 Ideal I VVS1 61.9 56.0 11168.0 7.37 7.34 4.55
1.6 Very Good I VVS1 59.8 56.0 11170.0 7.6 7.68 4.57
1.23 Very Good E VVS2 60.4 62.0 11175.0 6.88 6.93 4.17
1.21 Premium F VVS1 63.0 59.0 11175.0 6.75 6.7 4.24
1.3 Ideal G VVS2 62.0 57.0 11175.0 7.03 6.96 4.34
1.76 Premium J VS1 62.0 58.0 11177.0 7.74 7.7 4.79
1.54 Premium H VS2 61.0 60.0 11177.0 7.46 7.42 4.54
1.32 Premium F VS1 61.7 59.0 11177.0 6.99 6.95 4.3
1.53 Very Good H VS2 62.2 58.0 11178.0 7.3 7.34 4.55
1.2 Good F VVS1 63.6 57.0 11182.0 6.74 6.71 4.28
1.23 Ideal G VVS1 61.2 56.0 11182.0 6.94 6.9 4.23
1.18 Ideal E VVS2 61.6 58.0 11184.0 6.78 6.82 4.19
1.51 Premium H VS2 61.2 58.0 11188.0 7.4 7.36 4.52
1.5 Premium G VS2 59.9 58.0 11189.0 7.38 7.34 4.41
1.5 Premium H VS1 62.1 59.0 11189.0 7.31 7.27 4.53
1.5 Premium G VS2 58.4 58.0 11189.0 7.54 7.5 4.39
1.5 Premium H VS1 59.9 60.0 11189.0 7.44 7.39 4.44
1.7 Very Good I VS2 58.5 59.0 11190.0 7.81 7.89 4.59
1.5 Premium H VS2 62.4 59.0 11194.0 7.32 7.29 4.56
1.74 Ideal J VS1 61.1 56.0 11194.0 7.85 7.79 4.78
1.05 Ideal D VVS2 61.9 54.0 11196.0 6.53 6.55 4.05
1.29 Ideal F VS1 60.7 57.0 11197.0 7.08 7.05 4.29
1.38 Ideal F VS2 61.9 55.0 11205.0 7.16 7.12 4.42
1.52 Premium H VS2 59.4 59.0 11206.0 7.49 7.45 4.44
1.52 Ideal H VS2 60.7 56.0 11206.0 7.49 7.41 4.52
1.14 Ideal E VVS2 61.6 57.0 11206.0 6.68 6.73 4.13
1.27 Ideal G VS1 61.2 57.0 11206.0 6.97 6.98 4.27
2.04 Premium J VS2 60.9 59.0 11209.0 8.25 8.21 5.01
1.06 Ideal D VVS2 61.1 56.0 11209.0 6.58 6.59 4.02
1.28 Very Good G VVS1 60.3 59.0 11214.0 6.99 7.03 4.23
1.5 Very Good G VS1 59.1 62.0 11216.0 7.38 7.42 4.37
1.62 Ideal I VS2 61.8 55.0 11217.0 7.56 7.59 4.68
1.26 Ideal G VVS1 61.7 56.0 11218.0 6.96 6.98 4.3
1.5 Very Good H VS2 60.0 62.0 11220.0 7.38 7.41 4.44
1.72 Ideal I VS2 62.8 57.0 11226.0 7.69 7.63 4.81
1.14 Ideal F VVS1 60.1 60.0 11226.0 6.79 6.83 4.09
1.24 Premium F VVS2 62.0 55.0 11231.0 6.95 6.88 4.29
1.1 Ideal D VVS2 62.0 57.0 11233.0 6.62 6.57 4.09
1.1 Premium D VVS2 61.7 56.0 11233.0 6.65 6.64 4.1
1.24 Very Good F VVS2 59.0 58.0 11234.0 6.98 7.03 4.13
1.52 Good G VS2 63.3 57.0 11235.0 7.27 7.32 4.62
1.31 Ideal F VS1 61.7 56.0 11237.0 7.04 7.02 4.34
1.71 Premium I VS1 60.6 57.0 11246.0 7.82 7.73 4.71
1.31 Ideal G VVS1 61.1 57.0 11247.0 7.06 7.01 4.3
1.28 Ideal G VVS1 62.1 56.0 11248.0 6.96 6.93 4.31
1.39 Premium E VS2 61.7 59.0 11248.0 7.13 7.09 4.39
1.71 Good I VS2 58.0 60.0 11250.0 7.85 7.9 4.57
1.5 Premium F VS2 61.1 59.0 11255.0 7.37 7.35 4.5
1.31 Premium G VVS2 59.6 61.0 11255.0 7.23 7.14 4.28
1.7 Ideal I VS2 61.7 56.0 11257.0 7.64 7.72 4.74
1.7 Premium I VS2 61.7 59.0 11257.0 7.63 7.68 4.72
1.7 Premium I VS2 61.2 59.0 11257.0 7.55 7.62 4.64
1.58 Ideal H VS2 62.7 56.0 11262.0 7.39 7.44 4.65
1.4 Very Good G VS1 62.6 58.0 11262.0 7.03 7.07 4.41
1.51 Premium H VS1 61.8 59.0 11263.0 7.32 7.27 4.51
1.51 Very Good H VS1 63.2 60.0 11263.0 7.23 7.17 4.55
1.51 Premium H VS1 61.0 60.0 11263.0 7.34 7.29 4.46
1.51 Fair H VS1 58.0 67.0 11263.0 7.63 7.57 4.41
1.24 Very Good F VVS2 63.6 56.0 11268.0 6.75 6.8 4.31
1.51 Premium H VS2 62.9 59.0 11268.0 7.31 7.25 4.58
1.51 Premium H VS2 62.8 60.0 11268.0 7.28 7.25 4.56
1.41 Premium E VS2 61.3 58.0 11269.0 7.29 7.25 4.46
1.57 Premium H VS1 59.8 60.0 11272.0 7.63 7.56 4.54
1.52 Ideal H VS2 62.4 58.0 11272.0 7.3 7.37 4.58
1.04 Premium E VVS1 60.9 58.0 11279.0 6.53 6.61 4.0
1.53 Premium H VS2 62.2 58.0 11280.0 7.34 7.3 4.55
1.38 Very Good F VS1 61.4 61.0 11286.0 7.1 7.14 4.37
1.5 Good G VS2 59.0 58.0 11294.0 7.41 7.45 4.38
1.5 Ideal H VS1 62.3 54.7 11296.0 7.29 7.33 4.55
1.2 Premium E VVS2 62.1 58.0 11301.0 6.76 6.7 4.18
1.43 Ideal G VS1 59.9 57.0 11302.0 7.35 7.3 4.39
1.5 Very Good H VVS2 62.7 58.0 11303.0 7.21 7.24 4.53
1.64 Ideal I VS1 60.5 57.0 11305.0 7.68 7.62 4.64
1.37 Ideal E VS2 60.3 54.0 11314.0 7.26 7.2 4.36
2.0 Fair I VS1 58.5 68.0 11322.0 8.26 8.15 4.8
1.5 Premium H VS2 60.0 62.0 11322.0 7.41 7.38 4.44
1.26 Ideal E VS1 61.2 56.0 11323.0 6.97 6.93 4.25
1.8 Premium J VS1 58.2 61.0 11329.0 8.07 7.95 4.66
1.11 Very Good E VVS1 60.2 59.0 11330.0 6.67 6.79 4.05
1.59 Very Good H VS2 60.7 61.1 11333.0 7.5 7.56 4.57
1.59 Premium H VS2 62.1 58.0 11333.0 7.42 7.48 4.63
1.52 Ideal H VS2 61.8 55.1 11333.0 7.38 7.42 4.58
1.03 Premium D VVS2 60.1 58.0 11335.0 6.55 6.6 3.95
1.52 Very Good G VS2 63.3 57.0 11338.0 7.32 7.27 4.62
1.56 Premium H VS1 62.0 57.0 11345.0 7.48 7.43 4.62
1.41 Premium G VS1 62.1 59.0 11347.0 7.1 7.06 4.4
1.5 Premium H VS2 61.8 59.0 11360.0 7.3 7.35 4.53
1.7 Premium I VS2 61.2 59.0 11360.0 7.62 7.55 4.64
1.7 Premium I VS2 61.7 59.0 11360.0 7.68 7.63 4.72
1.7 Ideal I VS2 61.7 56.0 11360.0 7.72 7.64 4.74
1.72 Premium I VS2 58.3 61.0 11360.0 7.91 7.87 4.6
1.55 Good H VS2 61.0 61.0 11364.0 7.42 7.47 4.54
1.58 Ideal H VS2 62.7 56.0 11365.0 7.44 7.39 4.65
1.4 Premium F VS2 60.7 58.0 11368.0 7.26 7.17 4.38
1.7 Premium I VS2 60.5 61.0 11369.0 7.68 7.65 4.64
1.52 Ideal H VS2 61.8 54.0 11379.0 7.42 7.43 4.59
1.52 Ideal H VS2 61.9 55.0 11379.0 7.38 7.43 4.58
1.53 Very Good F VS1 63.2 58.0 11379.0 7.33 7.3 4.62
1.58 Premium G VS1 60.8 58.0 11380.0 7.58 7.52 4.59
1.04 Premium E VVS1 60.9 58.0 11382.0 6.61 6.53 4.0
1.23 Very Good F VVS2 62.2 58.0 11382.0 6.81 6.86 4.25
1.13 Ideal E VVS2 60.1 59.0 11387.0 6.77 6.81 4.08
1.31 Premium G VVS2 62.7 59.0 11389.0 6.96 6.92 4.35
1.71 Very Good I VS2 63.4 59.0 11389.0 7.53 7.45 4.75
1.52 Very Good J VVS2 62.1 60.0 11392.0 7.33 7.36 4.56
1.3 Premium F VS1 62.5 58.0 11392.0 6.97 6.94 4.35
1.21 Premium E VVS2 61.9 58.0 11395.0 6.84 6.79 4.22
1.01 Ideal E VVS2 61.7 57.0 11400.0 6.42 6.44 3.97
1.67 Premium I VS1 61.1 58.0 11400.0 7.69 7.6 4.67
1.12 Ideal F VVS1 61.0 56.0 11403.0 6.71 6.74 4.1
1.52 Ideal F VS2 62.3 55.0 11405.0 7.37 7.33 4.58
1.83 Ideal J VS2 62.0 56.0 11406.0 7.84 7.9 4.88
1.33 Ideal D VS2 62.8 56.0 11409.0 7.08 7.03 4.43
1.53 Premium H VS1 60.8 59.0 11413.0 7.41 7.36 4.49
1.57 Premium H VS2 62.2 58.0 11415.0 7.45 7.4 4.62
1.18 Ideal F VVS2 60.6 55.0 11415.0 6.84 6.88 4.16
1.23 Ideal G VVS1 61.4 55.0 11417.0 6.89 6.93 4.24
1.32 Ideal G VVS2 62.3 57.0 11419.0 6.96 7.04 4.36
1.58 Ideal H VS2 63.0 56.0 11419.0 7.39 7.46 4.68
1.28 Ideal E VS1 61.7 57.0 11419.0 6.93 6.97 4.29
1.25 Ideal E VS2 60.7 56.0 11422.0 6.97 6.99 4.24
1.62 Very Good H VS2 59.6 59.0 11427.0 7.59 7.67 4.55
1.55 Premium H VS2 61.7 59.0 11428.0 7.44 7.4 4.58
1.18 Very Good F VVS2 60.1 58.0 11430.0 6.88 6.92 4.15
1.23 Premium F VVS2 61.6 59.0 11430.0 6.8 6.9 4.22
1.55 Ideal I VVS2 61.3 59.0 11430.0 7.41 7.46 4.56
1.53 Ideal I VS2 61.5 56.0 11434.0 7.39 7.44 4.55
1.42 Premium G VS1 62.1 56.0 11434.0 7.27 7.22 4.5
1.51 Premium H VS2 60.2 60.0 11435.0 7.33 7.35 4.42
1.51 Premium H VS2 62.3 59.0 11435.0 7.28 7.32 4.55
1.51 Ideal H VS2 62.2 57.0 11435.0 7.29 7.33 4.55
1.58 Ideal I VVS1 61.9 55.0 11435.0 7.47 7.51 4.64
1.2 Premium E VVS2 61.4 56.0 11435.0 6.94 6.83 4.23
1.59 Premium H VS2 62.1 58.0 11437.0 7.48 7.42 4.63
1.59 Ideal H VS2 60.7 61.0 11437.0 7.56 7.5 4.57
1.01 Ideal D VVS2 61.9 56.0 11442.0 6.41 6.45 3.98
1.42 Very Good G VS1 62.7 55.0 11452.0 7.11 7.17 4.48
1.53 Very Good H VS2 60.9 63.0 11452.0 7.37 7.41 4.5
1.21 Very Good F VVS2 61.0 58.0 11455.0 6.89 6.92 4.21
1.71 Ideal I VS2 60.5 56.0 11455.0 7.71 7.73 4.67
1.2 Ideal F VVS1 62.0 56.0 11455.0 6.76 6.82 4.21
1.72 Premium H VS2 59.5 60.0 11455.0 7.79 7.75 4.62
1.2 Very Good E VVS2 63.2 56.0 11456.0 6.73 6.78 4.27
1.31 Ideal G VVS2 59.2 59.0 11459.0 7.12 7.18 4.23
1.5 Premium H VS2 61.8 59.0 11464.0 7.35 7.3 4.53
1.23 Ideal G VVS1 59.5 57.0 11469.0 7.0 6.98 4.16
1.57 Premium H VS2 61.0 59.0 11470.0 7.5 7.54 4.59
1.13 Ideal D VS1 61.2 57.0 11477.0 6.7 6.72 4.1
1.28 Very Good G VVS2 59.5 56.0 11478.0 7.12 7.16 4.25
1.01 Premium D VVS1 59.3 59.0 11480.0 6.56 6.53 3.88
1.51 Premium G VS2 60.4 58.0 11480.0 7.38 7.43 4.47
1.7 Premium I VVS2 61.8 61.0 11481.0 7.57 7.5 4.66
1.54 Ideal G VS2 61.5 57.0 11487.0 7.44 7.41 4.57
1.6 Premium G VS2 62.2 59.0 11489.0 7.45 7.48 4.64
1.58 Premium H VS1 61.7 59.0 11491.0 7.48 7.42 4.6
1.43 Ideal H VS1 62.0 55.0 11498.0 7.21 7.28 4.49
2.07 Ideal J VS2 62.2 56.0 11500.0 8.2 8.16 5.09
1.24 Ideal G VVS1 62.1 56.0 11503.0 6.86 6.91 4.28
1.5 Good G VS2 58.8 64.0 11508.0 7.43 7.4 4.36
1.5 Good G VS2 63.8 56.0 11508.0 7.2 7.15 4.58
1.6 Premium H VS2 62.6 58.0 11508.0 7.5 7.45 4.68
1.04 Ideal D VVS2 60.9 57.0 11511.0 6.54 6.6 4.0
1.51 Very Good I VVS1 62.0 58.0 11512.0 7.27 7.31 4.52
1.51 Good H VS1 59.1 58.0 11512.0 7.48 7.52 4.43
1.7 Very Good I VS1 60.6 59.0 11514.0 7.64 7.67 4.64
1.52 Premium H VS1 61.4 58.0 11516.0 7.3 7.44 4.55
1.7 Premium I VS2 61.4 59.0 11519.0 7.6 7.68 4.69
1.7 Premium I VS2 60.7 59.0 11519.0 7.63 7.7 4.65
1.4 Good G VVS2 63.4 59.0 11519.0 7.04 7.12 4.49
1.5 Good G VS1 63.8 59.0 11524.0 7.16 7.22 4.59
2.01 Good J VS1 63.7 59.0 11526.0 7.93 7.86 5.03
1.58 Ideal I VVS1 61.7 53.0 11526.0 7.52 7.53 4.65
1.54 Very Good H VS2 62.1 62.0 11527.0 7.31 7.38 4.56
1.38 Ideal G VS1 62.2 54.0 11527.0 7.18 7.14 4.45
1.2 Ideal G VVS2 60.9 56.0 11530.0 6.86 6.91 4.19
1.2 Ideal G VVS2 61.0 56.0 11530.0 6.86 6.88 4.19
1.56 Ideal H VS2 61.5 56.0 11531.0 7.46 7.5 4.6
1.31 Ideal G VVS2 60.9 56.0 11531.0 7.17 7.07 4.32
1.51 Very Good G VS2 62.1 57.0 11532.0 7.37 7.32 4.5
1.23 Premium F VVS2 61.6 59.0 11534.0 6.9 6.8 4.22
1.63 Premium I VS1 61.1 57.0 11534.0 7.7 7.58 4.67
1.03 Premium E VVS1 58.8 59.0 11538.0 6.63 6.6 3.89
1.51 Ideal H VS2 62.2 57.0 11540.0 7.33 7.29 4.55
1.51 Premium H VS2 60.2 60.0 11540.0 7.35 7.33 4.42
1.51 Premium H VS2 62.3 59.0 11540.0 7.32 7.28 4.55
1.51 Ideal H VS2 60.6 57.0 11540.0 7.46 7.45 4.52
1.14 Premium F VVS1 59.4 59.0 11549.0 6.87 6.8 4.06
1.1 Ideal D VVS2 62.2 57.0 11550.0 6.58 6.54 4.08
1.5 Ideal H VS1 61.0 56.8 11557.0 7.36 7.4 4.5
1.53 Very Good H VS2 60.9 63.0 11557.0 7.41 7.37 4.5
1.71 Ideal I VS2 60.5 56.0 11559.0 7.73 7.71 4.67
1.55 Premium H VS1 62.6 58.0 11562.0 7.4 7.34 4.61
1.55 Premium H VS2 60.7 58.0 11567.0 7.51 7.47 4.55
1.21 Ideal G VVS1 61.5 56.0 11572.0 6.83 6.89 4.22
1.02 Ideal D VVS2 62.2 59.0 11573.0 6.41 6.46 4.0
1.55 Ideal I VS2 61.8 55.0 11574.0 7.4 7.44 4.58
1.57 Premium H VS2 61.0 59.0 11575.0 7.54 7.5 4.59
2.09 Good J VS2 57.2 64.0 11576.0 8.51 8.46 4.85
1.5 Good G VS2 63.3 62.0 11577.0 7.08 7.2 4.52
1.51 Ideal H VS1 62.6 56.0 11580.0 7.28 7.32 4.57
1.28 Ideal F VS1 61.7 55.0 11580.0 7.01 6.98 4.32
1.4 Very Good G VS1 59.9 56.0 11584.0 7.31 7.34 4.39
1.32 Ideal G VS1 61.7 56.0 11584.0 7.04 7.07 4.35
1.62 Ideal I VVS2 62.7 54.0 11587.0 7.47 7.52 4.7
1.44 Premium G VS1 61.8 57.0 11588.0 7.21 7.09 4.42
1.25 Very Good G VVS1 60.2 58.0 11589.0 6.97 7.04 4.22
1.24 Ideal G VVS2 61.1 56.0 11601.0 6.94 6.97 4.25
1.28 Very Good F VVS2 62.0 57.0 11602.0 6.92 7.01 4.32
1.55 Very Good H VS2 61.3 61.0 11602.0 7.39 7.46 4.55
1.57 Very Good H VS1 62.8 60.0 11605.0 7.36 7.44 4.65
1.7 Ideal H VS2 62.3 57.0 11605.0 7.68 7.65 4.78
1.75 Ideal J VVS2 62.0 55.0 11609.0 7.7 7.73 4.78
1.03 Ideal E VVS2 61.7 56.0 11611.0 6.49 6.51 4.01
1.76 Ideal I VS1 62.0 57.0 11616.0 7.71 7.74 4.79
1.52 Premium H VS1 61.4 58.0 11621.0 7.44 7.3 4.55
1.4 Very Good G VVS2 63.4 59.0 11624.0 7.12 7.04 4.49
1.61 Very Good H VS2 59.4 58.0 11627.0 7.64 7.74 4.57
1.54 Premium H VS2 62.1 62.0 11632.0 7.38 7.31 4.56
1.3 Ideal G VVS2 62.4 56.1 11633.0 6.97 7.02 4.36
1.56 Ideal H VS2 61.5 56.0 11636.0 7.5 7.46 4.6
1.51 Very Good G VS2 61.5 59.0 11640.0 7.34 7.38 4.53
1.51 Good G VS2 64.2 54.0 11640.0 7.18 7.27 4.64
1.34 Ideal G VVS1 62.2 56.0 11640.0 7.11 7.04 4.4
1.13 Ideal E VVS1 61.5 56.0 11641.0 6.68 6.71 4.12
1.41 Premium E VS2 62.7 56.0 11644.0 7.18 7.1 4.48
1.37 Ideal F VS1 59.6 57.0 11649.0 7.28 7.22 4.32
1.11 Very Good F VVS2 59.4 58.0 11650.0 6.74 6.79 4.02
1.45 Premium F VS2 61.1 58.0 11650.0 7.31 7.23 4.44
1.54 Ideal I VS1 61.5 56.0 11651.0 7.42 7.47 4.58
1.5 Very Good H VVS1 63.8 57.0 11654.0 7.17 7.21 4.59
1.14 Premium F VVS1 59.4 59.0 11654.0 6.87 6.8 4.06
1.1 Ideal D VVS2 62.2 57.0 11654.0 6.58 6.54 4.08
1.5 Premium I VS2 61.4 58.0 11655.0 7.28 7.24 4.46
1.01 Ideal D VVS1 62.5 55.0 11661.0 6.39 6.44 4.01
1.54 Premium H VS2 61.9 59.0 11663.0 7.31 7.33 4.53
1.45 Very Good F VS2 62.6 58.0 11667.0 7.12 7.2 4.48
1.03 Very Good D VVS2 62.7 58.0 11677.0 6.39 6.43 4.02
1.52 Very Good H VS2 59.7 55.0 11681.0 7.45 7.42 4.44
1.51 Ideal H VS1 62.6 56.0 11686.0 7.32 7.28 4.57
1.5 Very Good H VVS1 60.9 61.0 11688.0 7.36 7.39 4.49
1.51 Ideal H VS2 61.9 59.0 11696.0 7.29 7.34 4.53
1.52 Good F VS2 64.2 59.0 11696.0 7.16 7.2 4.61
1.55 Very Good G VS2 63.1 57.0 11703.0 7.36 7.31 4.63
1.54 Very Good G VS2 63.0 59.0 11708.0 7.3 7.36 4.62
1.55 Premium H VS2 61.3 61.0 11708.0 7.46 7.39 4.55
1.71 Ideal J VS1 62.1 55.0 11711.0 7.73 7.65 4.78
1.57 Premium G VS2 62.7 60.0 11711.0 7.46 7.38 4.65
1.57 Premium H VS1 62.8 60.0 11711.0 7.44 7.36 4.65
1.24 Very Good F VVS1 62.7 61.0 11716.0 6.75 6.84 4.26
1.16 Premium G VVS1 61.6 55.0 11717.0 6.85 6.72 4.18
1.53 Very Good H VS2 62.5 61.0 11722.0 7.28 7.38 4.58
1.76 Ideal I VS1 62.0 57.0 11722.0 7.74 7.71 4.79
1.22 Premium F VVS1 61.9 58.0 11723.0 6.81 6.85 4.23
1.39 Ideal E VS2 60.8 57.0 11726.0 7.24 7.21 4.39
1.22 Ideal F VVS2 61.9 53.0 11730.0 6.9 6.92 4.28
1.14 Very Good F VVS1 62.2 55.9 11737.0 6.67 6.69 4.16
1.55 Premium H VS2 60.7 59.0 11738.0 7.46 7.5 4.54
1.51 Fair G VS1 64.9 55.0 11739.0 7.25 7.14 4.67
1.51 Good G VS2 64.2 54.0 11746.0 7.27 7.18 4.64
1.51 Premium G VS2 58.1 61.0 11746.0 7.57 7.54 4.39
1.5 Very Good H VVS2 62.9 59.0 11748.0 7.26 7.31 4.58
1.02 Ideal D VVS2 61.0 56.0 11765.0 6.52 6.55 3.99
1.01 Ideal D VVS1 62.5 55.0 11767.0 6.44 6.39 4.01
1.54 Premium H VS2 61.9 59.0 11769.0 7.33 7.31 4.53
1.36 Very Good G VVS2 60.8 60.0 11774.0 7.12 7.16 4.34
1.7 Premium I VVS2 62.1 59.0 11775.0 7.6 7.53 4.7
1.7 Premium I VS2 62.2 58.0 11781.0 7.6 7.65 4.74
1.58 Premium G VS2 58.2 58.0 11786.0 7.68 7.64 4.46
2.0 Premium J VS1 62.0 62.0 11793.0 8.02 7.91 4.94
1.36 Ideal D VS2 62.1 55.0 11793.0 7.18 7.13 4.44
1.54 Premium D VS2 59.4 59.0 11795.0 7.61 7.55 4.5
1.6 Premium H VS2 62.1 60.0 11796.0 7.51 7.44 4.64
1.27 Premium F VVS2 61.3 60.0 11797.0 6.9 6.99 4.26
1.56 Very Good H VS1 63.9 57.0 11804.0 7.3 7.37 4.69
1.52 Good H VS1 63.5 60.0 11804.0 7.24 7.28 4.61
1.54 Premium G VS2 63.0 59.0 11815.0 7.36 7.3 4.62
1.06 Very Good D VVS1 61.8 57.0 11815.0 6.49 6.52 4.03
1.41 Ideal G VS1 62.6 56.0 11817.0 7.15 7.2 4.49
1.65 Very Good H VS1 62.0 56.0 11823.0 7.53 7.59 4.68
1.51 Good H VVS2 63.1 59.0 11826.0 7.26 7.28 4.59
1.61 Ideal I VS2 61.7 56.0 11826.0 7.52 7.62 4.67
1.22 Premium F VVS1 61.9 58.0 11830.0 6.85 6.81 4.23
1.06 Ideal D VVS2 62.0 57.0 11837.0 6.52 6.54 4.05
1.2 Ideal E VVS2 62.2 57.0 11839.0 6.81 6.77 4.22
1.27 Ideal E VS1 61.8 57.0 11840.0 6.94 6.98 4.3
1.73 Very Good I VS1 63.4 58.0 11843.0 7.57 7.6 4.81
1.14 Ideal F VVS1 62.2 56.0 11844.0 6.69 6.67 4.16
1.55 Premium H VS2 60.7 59.0 11846.0 7.5 7.46 4.54
1.36 Ideal G VVS2 61.1 57.0 11848.0 7.14 7.2 4.38
1.71 Very Good I VS2 62.8 59.0 11850.0 7.52 7.58 4.74
1.46 Good E VS2 63.9 57.0 11851.0 7.06 7.12 4.53
1.3 Ideal G VVS2 60.9 57.0 11853.0 7.04 7.11 4.31
1.52 Premium H VS1 58.4 59.0 11853.0 7.55 7.52 4.4
1.5 Premium H VVS2 62.9 59.0 11855.0 7.31 7.26 4.58
1.51 Ideal H VS1 60.8 57.0 11856.0 7.43 7.46 4.53
1.42 Premium G VS1 61.7 55.0 11861.0 7.29 7.24 4.48
1.67 Very Good I VS1 61.6 59.1 11867.0 7.61 7.64 4.7
1.73 Premium G VS1 61.6 60.0 11867.0 7.67 7.62 4.71
1.35 Premium G VVS2 60.2 59.0 11868.0 7.2 7.16 4.32
1.55 Ideal I VVS1 62.1 56.0 11869.0 7.36 7.43 4.59
1.22 Ideal F VVS2 62.2 54.0 11870.0 6.83 6.87 4.26
1.5 Very Good I VS1 63.3 54.0 11879.0 7.26 7.33 4.62
1.22 Ideal F VVS2 62.7 54.0 11880.0 6.79 6.84 4.27
1.2 Ideal E VVS2 61.5 57.0 11883.0 6.79 6.89 4.21
1.17 Ideal F VVS1 62.1 57.0 11886.0 6.82 6.73 4.21
1.7 Premium I VS2 62.2 58.0 11888.0 7.65 7.6 4.74
1.52 Very Good H VVS2 63.0 60.0 11904.0 7.25 7.3 4.58
1.27 Premium F VVS2 61.3 60.0 11905.0 6.99 6.9 4.26
1.18 Ideal E VVS2 61.5 57.0 11906.0 6.8 6.75 4.17
1.52 Very Good H VS1 63.5 60.0 11912.0 7.28 7.24 4.61
1.2 Very Good F VVS1 59.8 63.0 11913.0 6.82 6.8 4.07
1.7 Good I VS1 58.0 60.0 11921.0 7.84 7.88 4.56
1.56 Ideal H VS2 61.6 57.0 11922.0 7.51 7.45 4.61
1.01 Very Good D VVS1 63.9 56.0 11923.0 6.32 6.36 4.05
1.51 Very Good G VS2 62.8 57.0 11923.0 7.25 7.3 4.57
1.23 Ideal F VVS2 61.9 55.0 11927.0 6.92 6.89 4.27
1.51 Very Good H VVS2 63.1 59.0 11934.0 7.28 7.26 4.59
1.5 Very Good E VS2 61.9 57.0 11939.0 7.31 7.38 4.55
1.36 Very Good F VS1 62.7 60.0 11946.0 7.05 7.02 4.41
1.52 Ideal H VS1 60.1 60.0 11946.0 7.54 7.51 4.52
2.01 Good I VS2 64.3 60.0 11954.0 7.91 7.86 5.07
1.34 Ideal G VVS2 62.0 55.0 11955.0 7.02 7.08 4.37
1.36 Ideal G VVS2 61.1 57.0 11956.0 7.2 7.14 4.38
1.71 Premium I VS2 62.8 59.0 11958.0 7.58 7.52 4.74
1.63 Ideal I VS2 61.8 56.0 11963.0 7.56 7.59 4.68
2.0 Fair J VS2 65.4 58.0 11966.0 7.96 7.75 5.14
2.0 Premium J VS2 62.9 60.0 11966.0 7.99 7.95 5.01
1.51 Ideal H VS1 62.3 57.0 11967.0 7.34 7.29 4.55
2.24 Premium J VS1 60.9 58.0 11970.0 8.46 8.41 5.14
1.27 Ideal F VS1 61.6 55.0 11973.0 6.97 7.03 4.31
1.31 Ideal G VVS2 61.3 58.0 11975.0 7.03 7.07 4.32
1.67 Ideal I VS1 61.6 59.0 11975.0 7.64 7.61 4.7
1.52 Premium H VVS2 61.2 58.0 11979.0 7.48 7.41 4.56
1.53 Premium H VVS2 60.4 60.0 11982.0 7.41 7.46 4.49
1.52 Very Good G VS2 63.4 58.0 11986.0 7.31 7.24 4.61
1.57 Ideal H VS2 61.8 55.0 12004.0 7.45 7.49 4.62
1.5 Very Good G VS1 63.4 59.0 12005.0 7.25 7.19 4.58
1.31 Ideal G VS1 61.6 57.0 12008.0 6.99 7.04 4.32
1.52 Premium H VVS2 63.0 60.0 12013.0 7.3 7.25 4.58
1.5 Very Good G VS2 60.5 57.0 12014.0 7.39 7.43 4.48
1.11 Ideal D VVS2 63.0 57.0 12016.0 6.58 6.65 4.17
1.7 Ideal I VS1 63.0 55.0 12030.0 7.75 7.54 4.76
1.7 Premium I VS1 58.0 60.0 12030.0 7.88 7.84 4.56
1.07 Ideal E VVS2 61.3 56.0 12031.0 6.57 6.62 4.04
1.02 Ideal E VVS1 62.2 58.0 12035.0 6.42 6.44 4.0
1.22 Ideal E VVS2 63.0 55.0 12036.0 6.83 6.78 4.29
1.52 Very Good G VS2 62.9 60.0 12038.0 7.28 7.31 4.59
1.52 Premium H VS1 60.6 58.0 12047.0 7.46 7.39 4.5
1.59 Ideal H VS1 61.8 57.0 12047.0 7.42 7.49 4.61
1.06 Ideal D VVS2 62.0 56.0 12053.0 6.53 6.57 4.06
1.5 Ideal H VS1 61.2 56.0 12055.0 7.39 7.4 4.52
1.24 Ideal F VVS2 62.0 57.0 12059.0 6.86 6.91 4.27
1.54 Ideal H VVS2 62.6 56.0 12061.0 7.35 7.42 4.62
1.28 Ideal F VS1 61.5 55.0 12061.0 6.98 7.01 4.3
1.26 Ideal G VVS2 61.4 55.0 12066.0 6.96 6.99 4.29
1.51 Premium G VS2 61.4 58.0 12068.0 7.4 7.3 4.51 
// selecting a subset of fields
display(spark.sql("SELECT carat, clarity, price FROM diamonds WHERE color = 'D'"))
carat clarity price
0.23 VS2 357.0
0.23 VS1 402.0
0.26 VS2 403.0
0.26 VS2 403.0
0.26 VS1 403.0
0.22 VS2 404.0
0.3 SI1 552.0
0.3 SI1 552.0
0.3 SI1 552.0
0.24 VVS1 553.0
0.26 VVS2 554.0
0.26 VVS2 554.0
0.26 VVS1 554.0
0.75 SI1 2760.0
0.71 SI2 2762.0
0.61 VVS2 2763.0
0.71 SI1 2764.0
0.71 SI1 2764.0
0.7 VS2 2767.0
0.71 SI2 2767.0
0.73 SI1 2768.0
0.7 SI1 2768.0
0.71 SI2 2768.0
0.71 VS2 2770.0
0.76 SI2 2770.0
0.73 SI2 2770.0
0.75 SI2 2773.0
0.7 VS2 2773.0
0.7 VS1 2777.0
0.53 VVS2 2782.0
0.75 SI2 2782.0
0.72 SI1 2782.0
0.72 SI1 2782.0
0.7 SI1 2782.0
0.64 VS1 2787.0
0.71 VS2 2788.0
0.72 SI2 2795.0
0.71 SI1 2797.0
0.71 SI1 2797.0
0.71 SI1 2797.0
0.51 VVS1 2797.0
0.78 SI1 2799.0
0.91 SI2 2803.0
0.7 SI1 2804.0
0.7 SI1 2804.0
0.72 SI1 2804.0
0.72 SI1 2804.0
0.73 SI1 2808.0
0.81 SI2 2809.0
0.74 SI2 2810.0
0.83 SI1 2811.0
0.71 SI1 2812.0
0.55 VVS1 2815.0
0.71 VS1 2816.0
0.73 SI1 2821.0
0.71 SI1 2822.0
0.71 SI1 2822.0
0.7 SI1 2822.0
0.7 SI1 2822.0
0.71 SI1 2822.0
0.7 SI1 2822.0
0.7 SI1 2822.0
0.7 SI1 2822.0
0.7 SI1 2822.0
0.79 SI2 2823.0
0.71 VS2 2824.0
0.7 VS2 2826.0
0.7 SI1 2827.0
0.72 VS2 2827.0
0.7 SI2 2828.0
0.7 VS2 2833.0
0.7 VS2 2833.0
0.51 VVS1 2834.0
0.92 SI2 2840.0
0.71 VS1 2841.0
0.73 SI1 2841.0
0.73 SI1 2841.0
0.71 SI1 2843.0
0.79 SI1 2846.0
0.76 SI1 2847.0
0.54 VVS2 2848.0
0.75 SI2 2848.0
0.66 VS1 2851.0
0.79 SI2 2853.0
0.79 SI2 2853.0
0.74 VS2 2855.0
0.73 SI1 2858.0
0.71 VS2 2858.0
0.71 VS2 2858.0
0.7 VS2 2859.0
0.7 VS2 2859.0
0.7 VS2 2859.0
0.71 VS1 2860.0
0.71 SI1 2861.0
0.66 VS1 2861.0
0.7 SI1 2862.0
0.8 SI2 2862.0
0.71 SI1 2863.0
0.71 SI1 2863.0
0.71 SI1 2863.0
0.71 SI1 2863.0
0.71 SI1 2863.0
0.71 SI1 2863.0
0.71 SI1 2863.0
0.73 SI1 2865.0
0.56 VVS1 2866.0
0.56 VVS1 2866.0
0.7 VS2 2867.0
1.08 I1 2869.0
0.7 SI1 2872.0
0.75 SI1 2872.0
0.7 SI1 2872.0
0.7 SI1 2872.0
0.7 SI1 2872.0
0.7 SI1 2872.0
0.71 VS2 2874.0
0.79 SI2 2878.0
0.74 SI1 2880.0
0.72 SI1 2883.0
0.77 SI2 2885.0
0.9 SI2 2885.0
0.71 SI1 2887.0
0.72 SI1 2891.0
0.71 VS2 2891.0
0.79 SI1 2896.0
0.77 SI2 2896.0
0.6 VVS2 2897.0
0.54 VVS2 2897.0
0.74 VS2 2897.0
0.75 SI1 2898.0
0.77 SI1 2898.0
0.72 VS1 2900.0
0.75 SI1 2903.0
0.75 SI1 2903.0
0.72 SI1 2903.0
0.72 SI1 2903.0
0.79 SI2 2904.0
0.53 VVS1 2905.0
0.74 VS2 2906.0
0.32 SI1 558.0
0.7 VS2 2909.0
0.7 VS2 2909.0
0.71 VS1 2910.0
0.7 VS2 2913.0
0.71 SI1 2913.0
0.71 SI1 2913.0
0.71 SI1 2913.0
0.71 SI1 2913.0
0.71 SI1 2913.0
0.83 SI2 2918.0
0.71 SI1 2921.0
0.77 SI2 2922.0
0.77 SI2 2923.0
0.8 SI1 2925.0
0.81 SI2 2926.0
0.7 VS2 2928.0
0.59 VVS2 2933.0
0.75 SI2 2933.0
0.71 SI2 2934.0
0.7 SI2 2936.0
0.77 SI1 2939.0
0.76 SI1 2942.0
0.73 SI1 2943.0
0.57 VVS1 2945.0
0.78 SI1 2945.0
0.73 VS2 2947.0
0.73 SI1 2947.0
0.77 SI1 2949.0
0.71 VS2 2950.0
0.72 VS1 2951.0
0.72 SI1 2954.0
0.72 SI1 2954.0
0.75 SI1 2954.0
0.82 SI1 2954.0
0.7 VS1 2956.0
0.56 VVS1 2959.0
0.7 VS2 2960.0
0.7 VS2 2960.0
0.7 VS2 2960.0
0.63 VVS2 2962.0
0.71 SI1 2964.0
0.71 VS2 2968.0
0.77 SI2 2973.0
1.0 SI2 2974.0
0.76 VS2 2977.0
0.7 SI1 2980.0
0.7 VS2 2985.0
0.74 SI1 2987.0
0.83 SI1 2990.0
0.7 VS2 2991.0
0.72 SI1 2993.0
0.81 SI2 2994.0
0.73 SI1 2995.0
0.77 SI1 2996.0
0.7 VS2 2998.0
0.7 VS2 2999.0
0.72 SI1 3001.0
0.7 VS1 3001.0
0.7 VS1 3001.0
0.7 VS1 3001.0
0.71 VS2 3002.0
1.01 SI2 3003.0
0.65 VVS2 3003.0
0.92 SI2 3004.0
0.55 VVS1 3006.0
0.76 SI1 3007.0
0.7 VS1 3008.0
0.8 SI1 3011.0
0.77 SI2 3011.0
0.9 SI1 3013.0
0.73 SI1 3014.0
0.72 VS2 3016.0
0.5 VVS2 3017.0
0.78 SI1 3019.0
0.71 VS2 3020.0
0.75 SI1 3024.0
0.75 SI1 3024.0
0.65 VVS2 3025.0
0.71 VS2 3033.0
0.7 VS2 3033.0
0.7 VS2 3033.0
0.7 VS2 3033.0
0.78 SI1 3035.0
0.71 SI1 3035.0
0.74 SI1 3036.0
0.61 VVS2 3036.0
0.77 SI1 3040.0
0.71 VS2 3045.0
0.72 VS2 3045.0
0.75 SI1 3046.0
0.73 VS1 3047.0
0.75 SI1 3048.0
0.72 SI1 3048.0
0.72 SI1 3048.0
0.66 VVS2 3049.0
0.62 VVS2 3050.0
0.7 VS2 3052.0
0.7 VS2 3053.0
0.7 VS1 3054.0
0.65 VVS2 3056.0
0.92 SI2 3057.0
0.79 SI1 3058.0
0.72 SI1 3062.0
0.85 SI2 3066.0
0.7 VS2 3073.0
0.72 VS2 3075.0
0.72 VS2 3075.0
0.7 SI1 3075.0
0.76 SI1 3075.0
0.71 VS2 3077.0
0.71 VS2 3077.0
0.75 SI1 3078.0
0.83 SI2 3078.0
0.91 SI2 3079.0
0.79 SI2 3081.0
0.7 VS2 3082.0
0.8 SI2 3082.0
0.71 VS2 3084.0
0.75 SI1 3085.0
0.7 VS2 3087.0
0.7 VS2 3087.0
0.7 VS2 3087.0
0.74 VS2 3087.0
0.71 VS1 3090.0
0.71 VS1 3090.0
0.7 VS2 3092.0
0.7 VS2 3092.0
0.7 VS2 3092.0
0.7 VS1 3093.0
0.71 VS2 3096.0
0.71 VS2 3096.0
0.53 VVS1 3097.0
0.72 VS2 3099.0
0.72 SI1 3102.0
0.66 VVS2 3103.0
0.78 SI1 3103.0
0.75 SI1 3105.0
0.7 VS1 3107.0
0.79 SI1 3112.0
0.94 SI2 3125.0
0.57 VVS1 3126.0
0.57 VVS1 3126.0
0.7 VS2 3129.0
0.7 VS2 3131.0
0.71 VS2 3131.0
0.71 VS2 3135.0
0.71 VS2 3135.0
0.8 VS2 3135.0
0.81 SI1 3135.0
0.71 VS1 3136.0
0.71 VS2 3137.0
0.74 SI1 3138.0
0.72 VS2 3139.0
0.54 VVS1 3139.0
0.73 SI1 3140.0
0.71 VS1 3145.0
0.84 SI2 3145.0
0.78 SI1 3145.0
0.75 SI1 3152.0
0.9 SI2 3153.0
0.71 VS2 3153.0
0.58 VVS1 3154.0
0.8 SI2 3154.0
0.77 SI1 3158.0
0.82 SI2 3159.0
0.77 SI1 3160.0
0.81 SI2 3160.0
0.71 VS2 3161.0
0.71 VS2 3161.0
0.71 VS2 3161.0
0.77 SI1 3166.0
0.8 SI2 3173.0
0.72 SI2 3176.0
0.74 VS2 3177.0
0.72 VS2 3179.0
0.72 VS2 3179.0
0.72 VS2 3179.0
0.81 SI1 3179.0
0.73 VS2 3182.0
0.73 VS2 3182.0
0.7 VS1 3183.0
0.79 SI1 3185.0
0.73 SI1 3189.0
0.73 SI1 3189.0
0.71 VS1 3192.0
0.7 VS1 3193.0
0.54 VVS1 3194.0
0.73 SI1 3195.0
0.8 SI1 3195.0
0.7 SI1 3199.0
0.71 VS2 3203.0
0.9 SI2 3205.0
0.9 SI2 3205.0
0.9 SI2 3205.0
0.9 SI2 3205.0
0.9 SI2 3205.0
0.9 SI2 3205.0
0.9 SI2 3205.0
0.72 VS2 3205.0
0.58 VVS1 3206.0
0.83 SI2 3207.0
0.7 VS1 3208.0
0.79 SI1 3209.0
0.8 SI2 3210.0
0.7 VVS2 3210.0
0.71 VS2 3212.0
0.78 SI1 3214.0
0.7 VS1 3214.0
0.95 SI2 3214.0
0.71 VS2 3217.0
0.71 VS2 3217.0
0.71 VS2 3217.0
0.52 VVS1 3218.0
0.72 VS2 3219.0
0.72 VS2 3219.0
0.71 VS2 3222.0
0.71 VS2 3222.0
0.51 VVS2 3223.0
0.8 SI1 3226.0
0.65 VVS2 3228.0
0.7 VS1 3229.0
0.7 VS1 3229.0
0.7 VS1 3231.0
0.59 VVS1 3234.0
0.71 VS2 3234.0
0.72 VS2 3236.0
0.7 VS1 3239.0
0.7 VS1 3239.0
0.7 VS1 3239.0
0.77 SI1 3241.0
0.79 SI1 3242.0
0.71 VS2 3245.0
0.84 SI2 3246.0
0.25 VS1 563.0
0.26 VVS2 564.0
0.31 SI1 565.0
0.31 SI1 565.0
0.7 VS1 3247.0
0.52 VVS1 3247.0
0.76 VS2 3248.0
0.73 VS2 3250.0
0.77 SI1 3251.0
0.71 SI1 3252.0
0.78 SI1 3253.0
0.73 VS2 3255.0
0.78 SI1 3258.0
0.9 SI2 3262.0
0.71 SI1 3262.0
0.84 SI1 3265.0
0.81 SI1 3266.0
0.7 VVS2 3267.0
0.56 VVS1 3270.0
0.79 SI1 3270.0
0.72 VS2 3275.0
0.92 SI2 3277.0
0.7 VS1 3278.0
0.52 VVS2 3284.0
0.86 SI2 3284.0
0.7 VS1 3287.0
0.7 VS1 3287.0
0.77 VS2 3291.0
0.76 VS2 3293.0
0.74 VS2 3294.0
0.7 VVS2 3296.0
0.91 SI2 3298.0
0.78 VS2 3298.0
0.78 VS2 3298.0
0.71 VS2 3299.0
1.0 SI2 3304.0
1.0 SI2 3304.0
1.0 SI2 3304.0
0.76 VS2 3306.0
0.76 SI1 3306.0
0.53 VVS1 3307.0
0.73 VS2 3308.0
0.77 SI1 3309.0
0.31 SI1 565.0
0.31 SI1 565.0
0.8 SI1 3312.0
0.7 VVS2 3312.0
0.8 SI1 3312.0
0.9 SI2 3312.0
0.9 SI2 3312.0
0.7 VVS2 3312.0
0.9 SI2 3312.0
0.71 SI1 3316.0
0.73 VS2 3319.0
0.52 VVS1 3321.0
0.71 VS2 3321.0
0.71 VS2 3321.0
0.72 SI1 3322.0
0.81 SI1 3324.0
0.78 SI1 3326.0
0.79 SI1 3328.0
0.71 VS1 3332.0
0.71 VS1 3333.0
0.92 SI2 3335.0
0.7 VS1 3335.0
0.61 VVS2 3336.0
1.01 SI2 3337.0
0.77 SI1 3345.0
0.53 VVS2 3346.0
0.73 VS2 3346.0
0.83 SI1 3347.0
0.91 SI2 3349.0
0.77 VS2 3351.0
0.76 VS2 3352.0
0.74 VS2 3353.0
0.76 VS1 3353.0
0.81 SI1 3353.0
0.82 SI2 3357.0
0.91 SI1 3357.0
0.7 VS2 3360.0
0.7 VS1 3361.0
0.7 VS1 3365.0
0.74 VS1 3365.0
0.71 VS2 3366.0
0.69 VVS2 3369.0
0.9 SI2 3371.0
0.9 SI2 3371.0
0.71 VS2 3372.0
0.52 VVS1 3373.0
0.7 VS1 3375.0
0.72 VS1 3375.0
0.5 IF 3378.0
0.5 IF 3378.0
0.6 VVS2 3382.0
0.27 VS2 567.0
0.31 VS2 567.0
0.33 SI1 567.0
0.33 SI1 567.0
0.33 SI1 567.0
0.3 VS2 568.0
0.9 SI1 3382.0
0.95 SI2 3384.0
0.76 VS2 3384.0
0.78 SI1 3389.0
0.88 SI2 3390.0
0.61 VVS2 3397.0
0.85 SI2 3398.0
0.76 VS2 3401.0
0.91 SI2 3403.0
0.71 VS1 3406.0
0.71 VS1 3406.0
0.91 SI2 3408.0
0.7 VS1 3410.0
0.73 VS2 3411.0
0.73 VS2 3412.0
0.8 VS2 3419.0
0.7 VS1 3419.0
0.96 SI2 3419.0
0.96 SI2 3419.0
0.71 VS1 3420.0
0.9 SI2 3425.0
0.7 VS1 3425.0
0.77 VS2 3428.0
0.77 VS2 3428.0
0.77 VS2 3428.0
0.77 VS2 3428.0
0.79 SI1 3432.0
0.73 VS2 3440.0
0.8 SI1 3441.0
0.53 VVS1 3442.0
0.77 VS2 3442.0
0.76 VS2 3443.0
0.76 VS2 3443.0
0.51 IF 3446.0
0.51 IF 3446.0
0.7 VS2 3448.0
0.72 VS2 3450.0
0.3 VS2 568.0
0.74 VS2 3454.0
0.78 SI2 3454.0
0.7 SI1 3454.0
0.75 VS2 3456.0
0.72 VVS2 3459.0
0.74 VS1 3461.0
0.81 SI1 3462.0
0.91 SI2 3463.0
0.7 VS1 3463.0
0.73 VS2 3464.0
0.56 VVS1 3465.0
0.71 VS1 3465.0
0.73 VS2 3467.0
0.55 VVS2 3468.0
0.55 VVS2 3468.0
0.55 VVS2 3468.0
0.7 VS1 3471.0
0.7 SI1 3471.0
0.7 SI1 3471.0
0.9 SI2 3473.0
0.9 SI2 3473.0
0.9 SI2 3473.0
0.9 SI2 3473.0
0.9 SI2 3473.0
0.78 VS2 3473.0
0.74 VS2 3476.0
0.7 VS1 3477.0
0.71 VS1 3479.0
0.96 SI2 3480.0
0.74 VS2 3487.0
0.77 VS2 3489.0
0.77 VS2 3489.0
0.72 VS2 3493.0
0.54 VVS1 3494.0
0.72 VS2 3495.0
0.56 VVS1 3496.0
0.74 VS2 3498.0
0.7 VS1 3501.0
0.8 SI1 3502.0
0.71 SI1 3502.0
0.71 SI1 3502.0
0.71 SI1 3502.0
0.9 SI1 3505.0
0.55 IF 3509.0
0.73 VS1 3509.0
0.91 SI2 3511.0
0.74 SI1 3517.0
0.53 IF 3517.0
0.71 VS1 3518.0
0.72 VS1 3522.0
0.71 VS1 3524.0
0.73 VS2 3528.0
0.7 VS1 3529.0
0.32 SI2 571.0
0.31 SI1 571.0
0.31 SI1 571.0
0.31 SI1 571.0
0.31 SI1 571.0
0.31 SI1 571.0
0.31 SI1 571.0
0.31 SI1 571.0
0.31 SI1 571.0
0.31 SI1 571.0
0.31 SI1 571.0
0.31 SI1 571.0
0.31 SI1 571.0
0.31 SI1 571.0
0.31 SI1 571.0
0.31 SI1 571.0
0.31 SI1 571.0
0.31 SI1 571.0
0.9 SI2 3534.0
0.9 SI2 3534.0
0.9 SI2 3534.0
0.9 SI2 3534.0
0.78 VS2 3534.0
0.7 VS1 3535.0
0.93 SI2 3540.0
0.71 VS2 3540.0
0.72 VS2 3543.0
0.72 SI1 3550.0
0.92 SI2 3550.0
0.72 VS1 3554.0
0.83 SI1 3556.0
0.83 SI1 3556.0
0.73 VS1 3557.0
0.7 VS2 3561.0
0.75 VS2 3562.0
0.8 SI1 3564.0
0.9 SI1 3567.0
0.7 VS1 3567.0
0.9 SI1 3568.0
0.72 SI1 3568.0
1.0 SI2 3569.0
0.72 VS1 3570.0
0.6 VVS1 3570.0
0.91 SI2 3573.0
0.71 VS1 3576.0
0.9 SI2 3578.0
0.9 SI2 3579.0
0.76 VS2 3581.0
0.71 VS1 3582.0
0.97 SI2 3585.0
1.11 I1 3589.0
0.82 SI1 3593.0
0.78 VS2 3595.0
0.8 SI1 3597.0
0.72 VS1 3601.0
1.01 SI2 3604.0
0.9 VS2 3604.0
1.01 SI2 3605.0
0.79 SI1 3605.0
1.03 SI2 3607.0
0.31 SI1 571.0
0.31 SI1 571.0
0.31 SI1 571.0
0.31 SI1 571.0
0.31 SI1 571.0
0.31 SI1 571.0
0.31 SI1 571.0
0.31 SI1 571.0
0.31 SI1 571.0
0.31 SI1 571.0
0.31 SI1 571.0
0.31 SI1 571.0
0.31 SI1 571.0
0.31 SI1 571.0
0.31 SI1 571.0
0.31 SI1 571.0
0.31 SI1 571.0
0.31 SI1 571.0
0.31 SI1 571.0
0.31 SI1 571.0
0.31 SI1 571.0
0.31 SI1 571.0
0.31 SI1 571.0
0.31 SI1 571.0
0.31 SI1 571.0
0.92 SI2 3613.0
0.73 SI1 3615.0
0.7 VS1 3618.0
0.7 VS1 3618.0
0.71 VVS2 3618.0
0.72 VS1 3619.0
0.73 VS1 3620.0
0.7 VVS2 3622.0
0.7 VVS2 3622.0
0.72 VS1 3622.0
0.72 VS1 3622.0
0.75 VS2 3625.0
0.61 VVS1 3625.0
0.72 VS1 3629.0
0.9 SI2 3632.0
0.94 SI2 3634.0
1.0 SI2 3634.0
1.0 SI2 3634.0
1.0 SI2 3634.0
1.0 SI2 3634.0
0.9 SI2 3643.0
0.77 VS1 3643.0
1.16 I1 3644.0
0.77 VS1 3644.0
1.11 I1 3655.0
0.91 SI2 3660.0
0.87 SI1 3664.0
0.7 VS2 3668.0
0.78 VS2 3668.0
0.74 VS2 3668.0
0.85 SI1 3669.0
0.71 VVS2 3670.0
1.01 SI2 3671.0
1.01 SI2 3671.0
0.78 VS2 3672.0
0.73 VS2 3673.0
0.71 SI1 3674.0
0.71 SI1 3674.0
1.03 SI2 3675.0
0.75 VS2 3679.0
0.31 SI1 571.0
0.31 SI1 571.0
0.31 SI1 571.0
0.8 SI2 3682.0
0.84 SI1 3685.0
0.9 SI1 3689.0
0.9 SI1 3689.0
0.9 SI1 3689.0
0.9 SI1 3689.0
0.9 SI1 3689.0
0.9 SI1 3689.0
0.71 VS1 3690.0
0.94 SI2 3691.0
0.75 VS1 3696.0
0.9 SI2 3706.0
0.92 SI2 3707.0
0.86 SI1 3709.0
1.16 I1 3711.0
0.75 SI1 3712.0
0.71 VS1 3716.0
0.71 VS1 3718.0
0.77 VS2 3721.0
0.72 SI1 3722.0
0.91 SI1 3730.0
0.91 SI1 3730.0
0.91 SI1 3730.0
0.58 VVS1 3732.0
0.76 SI1 3732.0
0.73 VS2 3735.0
0.78 VS2 3736.0
0.7 VVS2 3737.0
0.9 SI2 3740.0
0.9 SI2 3740.0
0.9 SI2 3740.0
0.9 SI2 3740.0
0.58 VVS1 3741.0
0.87 SI1 3742.0
1.09 SI2 3742.0
1.03 SI2 3743.0
1.03 SI2 3743.0
0.93 SI2 3744.0
0.74 VS1 3746.0
0.3 SI2 574.0
0.9 SI1 3751.0
0.7 VS1 3752.0
0.9 SI1 3755.0
0.9 SI1 3755.0
0.77 VS2 3755.0
0.61 VVS2 3758.0
0.78 VS2 3763.0
0.91 SI2 3763.0
1.0 SI2 3767.0
1.02 I1 3769.0
1.02 SI2 3773.0
0.83 SI2 3774.0
1.04 SI2 3780.0
1.04 SI2 3780.0
0.9 SI2 3780.0
1.04 SI2 3780.0
1.5 I1 3780.0
0.91 SI2 3781.0
0.91 SI2 3781.0
0.77 VS2 3787.0
0.7 VS2 3788.0
0.9 SI2 3789.0
0.59 VVS1 3791.0
0.91 SI1 3796.0
0.79 VS1 3798.0
0.9 SI2 3798.0
0.9 SI2 3798.0
0.9 SI2 3798.0
0.71 VVS2 3799.0
0.78 VS1 3800.0
0.71 VS1 3801.0
0.9 SI2 3806.0
0.9 SI2 3806.0
0.9 SI2 3806.0
0.84 SI1 3809.0
0.78 VS2 3811.0
0.74 VS1 3812.0
0.53 IF 3812.0
0.93 SI1 3812.0
0.9 SI1 3812.0
0.9 SI1 3812.0
0.9 SI1 3812.0
0.93 SI1 3812.0
0.74 VS1 3813.0
1.18 I1 3816.0
0.84 SI1 3816.0
1.05 SI2 3816.0
0.79 VS2 3818.0
0.9 SI2 3818.0
0.3 SI2 574.0
0.3 SI2 574.0
0.3 SI2 574.0
0.3 SI2 574.0
0.3 SI2 574.0
0.3 SI2 574.0
0.3 SI2 574.0
0.3 SI2 574.0
0.3 SI2 574.0
0.3 SI2 574.0
0.3 SI2 574.0
0.3 SI2 574.0
0.85 VS2 3821.0
0.92 SI2 3823.0
0.53 IF 3827.0
0.91 SI2 3828.0
0.63 IF 3832.0
0.91 SI2 3837.0
0.77 VS2 3837.0
0.71 VS2 3838.0
1.02 I1 3838.0
1.02 SI2 3839.0
0.93 SI2 3839.0
0.7 VS1 3840.0
1.02 SI2 3842.0
0.92 SI2 3843.0
0.9 SI2 3847.0
0.91 SI2 3848.0
0.91 SI2 3848.0
0.91 SI2 3848.0
0.6 VVS1 3850.0
0.81 SI1 3852.0
0.91 SI1 3855.0
0.73 VS1 3856.0
0.71 VVS2 3856.0
0.74 VS2 3858.0
0.94 SI2 3862.0
0.78 VS2 3864.0
1.17 SI2 3866.0
0.9 SI2 3871.0
1.01 SI2 3871.0
0.87 VS2 3873.0
0.92 SI2 3877.0
0.71 VVS2 3877.0
0.9 SI1 3880.0
0.9 SI1 3880.0
0.9 SI1 3880.0
0.93 SI1 3880.0
1.13 SI2 3883.0
1.18 I1 3886.0
0.91 SI2 3889.0
0.3 SI2 574.0
0.3 SI2 574.0
0.3 SI2 574.0
0.3 SI2 574.0
0.3 SI2 574.0
0.3 SI2 574.0
0.25 VVS2 575.0
0.27 VVS2 575.0
0.25 VVS2 575.0
1.09 SI2 3890.0
0.92 SI2 3891.0
1.0 SI2 3894.0
0.76 VS1 3894.0
0.72 VS1 3896.0
1.18 SI2 3899.0
1.02 SI2 3909.0
1.02 SI2 3909.0
0.91 SI2 3910.0
0.91 SI2 3911.0
0.66 VVS2 3915.0
0.92 SI2 3916.0
0.9 SI2 3918.0
0.7 VVS1 3920.0
0.78 VS1 3923.0
0.9 VS2 3931.0
1.01 SI2 3932.0
0.83 SI1 3933.0
0.92 SI2 3936.0
0.73 VS1 3937.0
0.91 SI2 3943.0
0.9 SI1 3945.0
0.91 SI2 3949.0
1.14 I1 3950.0
0.76 VS1 3950.0
0.71 VVS1 3952.0
0.91 SI2 3958.0
1.01 SI2 3959.0
0.75 VS1 3961.0
1.09 SI2 3961.0
0.88 SI2 3962.0
1.0 SI2 3965.0
1.0 SI2 3965.0
1.0 SI2 3965.0
1.0 SI2 3965.0
1.0 SI2 3965.0
0.33 SI1 575.0
1.0 SI2 3965.0
0.77 VS1 3966.0
0.62 VVS1 3968.0
1.02 SI2 3971.0
0.9 SI2 3975.0
0.9 SI2 3975.0
1.23 I1 3977.0
0.77 VS2 3980.0
0.73 VS2 3980.0
0.83 VS1 3984.0
0.9 SI2 3989.0
0.96 SI2 3989.0
0.9 SI2 3990.0
0.93 SI2 3990.0
0.83 SI1 3990.0
0.92 SI2 3997.0
0.9 SI1 3997.0
0.9 SI1 3997.0
0.9 SI1 3997.0
0.9 SI1 3997.0
0.9 SI1 3997.0
0.7 VS1 4003.0
1.01 SI2 4004.0
0.75 VS1 4007.0
0.9 SI2 4007.0
0.9 SI2 4007.0
0.87 SI2 4012.0
0.71 VVS2 4014.0
0.7 VVS2 4022.0
0.65 VVS1 4022.0
1.14 I1 4022.0
0.56 IF 4025.0
0.71 VS2 4029.0
0.71 VS2 4029.0
0.71 VS2 4029.0
0.71 VS2 4029.0
0.71 VS2 4029.0
0.57 IF 4032.0
0.77 VS1 4037.0
0.77 VS1 4039.0
0.74 VVS2 4040.0
0.91 SI1 4041.0
0.54 VVS1 4042.0
1.02 SI2 4044.0
1.02 SI2 4044.0
1.02 SI2 4044.0
0.72 VS1 4047.0
1.23 I1 4050.0
0.91 SI2 4051.0
0.91 SI2 4051.0
0.91 SI2 4051.0
0.96 SI2 4060.0
1.01 SI2 4064.0
1.0 SI2 4065.0
0.91 SI2 4067.0
0.9 SI1 4068.0
0.9 SI1 4068.0
0.9 SI1 4068.0
0.9 SI1 4068.0
0.9 SI1 4068.0
0.9 SI1 4068.0
1.12 SI2 4071.0
1.01 SI2 4072.0
0.9 SI2 4078.0
0.9 SI2 4078.0
0.9 SI2 4078.0
0.72 VS2 4082.0
0.72 VS2 4082.0
0.64 VVS1 4084.0
0.92 SI1 4086.0
0.81 VS2 4087.0
0.7 VS1 4095.0
0.92 SI2 4096.0
0.92 SI2 4096.0
0.25 VS1 410.0
0.23 VS2 411.0
0.27 VS1 413.0
0.3 SI2 413.0
0.3 SI2 413.0
0.23 VS2 577.0
0.91 VS2 4107.0
0.91 VS2 4107.0
0.87 SI1 4108.0
0.91 SI1 4113.0
0.82 SI1 4113.0
0.9 SI2 4114.0
0.73 VS1 4116.0
0.9 SI1 4117.0
1.01 SI1 4118.0
0.9 SI1 4120.0
0.91 SI2 4123.0
0.91 SI2 4123.0
0.91 SI2 4123.0
1.04 SI2 4123.0
0.9 VS2 4128.0
0.9 SI1 4130.0
0.9 SI2 4133.0
0.73 VS2 4134.0
0.73 VS2 4134.0
0.82 SI1 4135.0
0.82 SI1 4135.0
1.12 I1 4139.0
0.93 SI2 4140.0
0.93 SI2 4140.0
0.92 SI2 4150.0
0.76 VVS2 4150.0
1.0 SI1 4155.0
1.06 SI2 4155.0
0.92 SI1 4158.0
0.92 SI1 4158.0
0.83 SI1 4159.0
0.59 IF 4161.0
0.93 SI2 4165.0
0.91 SI1 4165.0
0.9 SI2 4167.0
0.92 SI2 4168.0
0.92 SI2 4168.0
1.19 SI2 4168.0
0.8 VS2 4170.0
0.6 VVS1 4172.0
1.03 SI2 4177.0
0.9 SI1 4178.0 
//renaming a field using as
display(spark.sql("SELECT carat AS carrot, clarity, price FROM diamonds"))
carrot clarity price
0.23 SI2 326.0
0.21 SI1 326.0
0.23 VS1 327.0
0.29 VS2 334.0
0.31 SI2 335.0
0.24 VVS2 336.0
0.24 VVS1 336.0
0.26 SI1 337.0
0.22 VS2 337.0
0.23 VS1 338.0
0.3 SI1 339.0
0.23 VS1 340.0
0.22 SI1 342.0
0.31 SI2 344.0
0.2 SI2 345.0
0.32 I1 345.0
0.3 SI2 348.0
0.3 SI1 351.0
0.3 SI1 351.0
0.3 SI1 351.0
0.3 SI2 351.0
0.23 VS2 352.0
0.23 VS1 353.0
0.31 SI1 353.0
0.31 SI1 353.0
0.23 VVS2 354.0
0.24 VS1 355.0
0.3 VS2 357.0
0.23 VS2 357.0
0.23 VS1 357.0
0.23 VS1 402.0
0.23 VS1 402.0
0.23 VS1 402.0
0.23 VS1 402.0
0.23 VS1 402.0
0.23 VS1 402.0
0.23 VS1 402.0
0.31 SI1 402.0
0.26 VS2 403.0
0.33 SI2 403.0
0.33 SI2 403.0
0.33 SI1 403.0
0.26 VS2 403.0
0.26 VS1 403.0
0.32 SI2 403.0
0.29 SI1 403.0
0.32 SI2 403.0
0.32 SI2 403.0
0.25 VS2 404.0
0.29 SI2 404.0
0.24 SI1 404.0
0.23 VS1 404.0
0.32 SI1 404.0
0.22 VS2 404.0
0.22 VS2 404.0
0.3 SI2 405.0
0.3 SI2 405.0
0.3 SI1 405.0
0.3 SI1 405.0
0.3 SI1 405.0
0.35 VS1 552.0
0.3 SI1 552.0
0.3 SI1 552.0
0.3 SI1 552.0
0.42 SI2 552.0
0.28 VVS2 553.0
0.32 VVS1 553.0
0.31 SI1 553.0
0.31 SI1 553.0
0.24 VVS1 553.0
0.24 VVS1 553.0
0.3 SI1 554.0
0.3 SI1 554.0
0.3 SI1 554.0
0.3 SI1 554.0
0.26 VVS2 554.0
0.26 VVS2 554.0
0.26 VVS2 554.0
0.26 VVS2 554.0
0.26 VVS1 554.0
0.26 VVS1 554.0
0.26 VVS1 554.0
0.26 VVS2 554.0
0.38 SI2 554.0
0.26 VVS1 554.0
0.24 VVS1 554.0
0.24 VVS1 554.0
0.24 VVS1 554.0
0.24 VVS2 554.0
0.32 SI1 554.0
0.7 SI1 2757.0
0.86 SI2 2757.0
0.7 VS2 2757.0
0.71 VS2 2759.0
0.78 SI2 2759.0
0.7 VS2 2759.0
0.7 VS1 2759.0
0.96 SI2 2759.0
0.73 SI1 2760.0
0.8 SI1 2760.0
0.75 SI1 2760.0
0.75 SI1 2760.0
0.74 SI1 2760.0
0.75 VS2 2760.0
0.8 VS1 2760.0
0.75 SI1 2760.0
0.8 SI1 2760.0
0.74 VVS2 2761.0
0.81 SI2 2761.0
0.59 VVS2 2761.0
0.8 SI2 2761.0
0.74 SI2 2761.0
0.9 VS2 2761.0
0.74 SI1 2762.0
0.73 VS2 2762.0
0.73 VS2 2762.0
0.8 SI2 2762.0
0.71 VS2 2762.0
0.7 VS2 2762.0
0.8 SI2 2762.0
0.71 SI2 2762.0
0.74 SI1 2762.0
0.7 VS2 2762.0
0.7 VS2 2762.0
0.7 VS2 2762.0
0.7 VS2 2762.0
0.91 SI1 2763.0
0.61 VVS2 2763.0
0.91 SI2 2763.0
0.91 SI2 2763.0
0.77 VS2 2763.0
0.71 SI1 2764.0
0.71 SI1 2764.0
0.7 VS2 2765.0
0.77 VS1 2765.0
0.63 VVS1 2765.0
0.71 VS1 2765.0
0.71 VS1 2765.0
0.76 SI1 2765.0
0.64 VVS1 2766.0
0.71 VS2 2766.0
0.71 VS2 2766.0
0.7 VS2 2767.0
0.7 VS1 2767.0
0.71 SI2 2767.0
0.7 VVS2 2767.0
0.71 VS1 2768.0
0.73 SI1 2768.0
0.7 SI1 2768.0
0.7 SI1 2768.0
0.71 SI2 2768.0
0.74 SI1 2769.0
0.71 VS2 2770.0
0.73 VS2 2770.0
0.76 SI1 2770.0
0.76 SI2 2770.0
0.71 SI1 2770.0
0.73 VS2 2770.0
0.73 VS1 2770.0
0.73 SI2 2770.0
0.73 VS2 2770.0
0.72 VVS2 2771.0
0.73 SI1 2771.0
0.71 VS2 2771.0
0.79 SI2 2771.0
0.73 VVS1 2772.0
0.8 SI2 2772.0
0.58 VVS1 2772.0
0.58 VVS1 2772.0
0.71 VS2 2772.0
0.75 SI2 2773.0
0.7 VS2 2773.0
1.17 I1 2774.0
0.6 VS1 2774.0
0.7 SI1 2774.0
0.83 VS2 2774.0
0.74 VS2 2775.0
0.72 VS2 2776.0
0.71 VS2 2776.0
0.71 VS2 2776.0
0.54 VVS2 2776.0
0.54 VVS2 2776.0
0.72 SI1 2776.0
0.72 SI1 2776.0
0.72 VS2 2776.0
0.71 SI1 2776.0
0.7 VS1 2777.0
0.71 VS2 2777.0
0.71 VS2 2777.0
0.71 VS2 2777.0
0.71 VS2 2777.0
0.7 VS2 2777.0
0.7 VS2 2777.0
0.7 SI1 2777.0
0.7 SI1 2777.0
0.7 SI1 2777.0
0.7 SI1 2777.0
0.7 SI1 2777.0
0.7 SI1 2777.0
0.72 SI1 2777.0
0.7 SI1 2777.0
0.7 SI1 2777.0
0.7 SI1 2777.0
0.7 VS2 2777.0
0.98 SI2 2777.0
0.78 SI1 2777.0
0.7 SI1 2777.0
0.52 VVS1 2778.0
0.73 VS2 2779.0
0.74 SI1 2779.0
0.7 VS2 2780.0
0.77 VS2 2780.0
0.71 VS2 2780.0
0.74 VS1 2780.0
0.7 VS1 2780.0
1.01 I1 2781.0
0.77 SI1 2781.0
0.78 SI1 2781.0
0.72 VS1 2782.0
0.53 VVS2 2782.0
0.76 VS2 2782.0
0.7 VS1 2782.0
0.7 VS1 2782.0
0.75 SI2 2782.0
0.72 SI1 2782.0
0.72 SI1 2782.0
0.7 SI1 2782.0
0.84 SI1 2782.0
0.75 SI1 2782.0
0.52 IF 2783.0
0.72 VS2 2784.0
0.79 VS1 2784.0
0.72 VS2 2787.0
0.51 VVS1 2787.0
0.64 VS1 2787.0
0.7 VVS1 2788.0
0.83 VS1 2788.0
0.76 VVS2 2788.0
0.71 VS2 2788.0
0.77 VS1 2788.0
0.71 SI1 2788.0
1.01 I1 2788.0
1.01 SI2 2788.0
0.77 SI1 2789.0
0.76 SI1 2789.0
0.76 SI1 2789.0
0.76 SI1 2789.0
1.05 SI2 2789.0
0.81 SI2 2789.0
0.7 SI1 2789.0
0.55 IF 2789.0
0.81 SI2 2789.0
0.63 VVS2 2789.0
0.63 VVS1 2789.0
0.77 VS1 2789.0
1.05 SI2 2789.0
0.64 IF 2790.0
0.76 VVS1 2790.0
0.83 SI2 2790.0
0.71 VS1 2790.0
0.71 VS1 2790.0
0.87 SI1 2791.0
0.73 SI1 2791.0
0.71 SI1 2792.0
0.71 SI1 2792.0
0.71 SI1 2792.0
0.7 VS1 2792.0
0.7 VS1 2792.0
0.76 VVS2 2792.0
0.7 VS1 2792.0
0.79 SI1 2793.0
0.7 VS2 2793.0
0.7 VS2 2793.0
0.76 VS2 2793.0
0.73 VS2 2793.0
0.79 SI1 2794.0
0.71 VS2 2795.0
0.81 VVS2 2795.0
0.81 SI2 2795.0
0.72 VS1 2795.0
0.72 SI2 2795.0
0.72 IF 2795.0
0.81 VS2 2795.0
0.72 VS2 2795.0
1.0 SI2 2795.0
0.73 SI1 2796.0
0.81 SI2 2797.0
0.81 SI1 2797.0
0.71 SI1 2797.0
0.71 SI1 2797.0
0.71 SI1 2797.0
0.57 VVS2 2797.0
0.51 VVS1 2797.0
0.72 VS2 2797.0
0.74 VS1 2797.0
0.74 VS1 2797.0
0.7 VVS1 2797.0
0.8 SI2 2797.0
1.01 SI2 2797.0
0.8 VS2 2797.0
0.77 VS1 2798.0
0.83 SI2 2799.0
0.82 SI2 2799.0
0.78 SI1 2799.0
0.6 IF 2800.0
0.9 SI2 2800.0
0.7 VS1 2800.0
0.9 SI2 2800.0
0.83 SI1 2800.0
0.83 SI1 2800.0
0.83 SI1 2800.0
0.74 VS1 2800.0
0.79 VS1 2800.0
0.61 IF 2800.0
0.76 VS1 2800.0
0.96 I1 2801.0
0.73 VS2 2801.0
0.73 VS2 2801.0
0.75 SI1 2801.0
0.71 VS2 2801.0
0.71 VS2 2801.0
0.71 VS2 2801.0
0.71 VS2 2801.0
1.04 I1 2801.0
1.0 SI2 2801.0
0.87 SI2 2802.0
0.53 IF 2802.0
0.72 VS2 2802.0
0.72 VS1 2802.0
0.7 VS2 2803.0
0.74 SI1 2803.0
0.71 VS2 2803.0
0.73 SI1 2803.0
0.7 VS1 2803.0
0.71 VS2 2803.0
0.71 VS2 2803.0
0.71 VS1 2803.0
0.77 VS2 2803.0
0.71 VS2 2803.0
0.78 VS2 2803.0
0.71 VS1 2803.0
0.91 SI2 2803.0
0.71 VS2 2804.0
0.71 VS2 2804.0
0.8 SI2 2804.0
0.7 SI1 2804.0
0.72 VS1 2804.0
0.72 VS1 2804.0
0.82 VS2 2804.0
0.7 SI1 2804.0
0.72 SI1 2804.0
0.72 SI1 2804.0
0.9 SI1 2804.0
0.74 VS2 2805.0
0.74 VS2 2805.0
0.73 SI2 2805.0
0.57 VVS1 2805.0
0.73 VS2 2805.0
0.72 VS2 2805.0
0.74 VS2 2805.0
0.82 VS2 2805.0
0.81 SI1 2806.0
0.75 VVS1 2806.0
0.7 SI1 2806.0
0.71 VS1 2807.0
0.71 VS1 2807.0
0.93 SI2 2807.0
0.8 VS2 2808.0
0.7 VS1 2808.0
1.0 I1 2808.0
0.75 VS2 2808.0
0.58 VVS2 2808.0
0.73 SI1 2808.0
0.81 SI1 2809.0
0.81 SI2 2809.0
0.71 SI1 2809.0
1.2 I1 2809.0
0.7 VS1 2810.0
0.7 VS1 2810.0
0.74 SI2 2810.0
0.7 VS1 2810.0
0.8 SI1 2810.0
0.75 SI1 2811.0
0.83 SI1 2811.0
1.0 VS2 2811.0
0.99 SI2 2811.0
0.7 VS1 2812.0
0.7 VS2 2812.0
0.7 SI1 2812.0
0.7 VS2 2812.0
0.32 SI1 554.0
0.32 SI1 554.0
0.32 SI1 554.0
0.32 SI1 554.0
0.32 SI1 554.0
0.32 SI1 554.0
0.3 SI1 554.0
0.3 SI1 554.0
0.3 SI1 554.0
0.3 SI1 554.0
0.3 SI1 554.0
0.3 SI1 554.0
0.3 SI1 554.0
0.32 SI1 554.0
0.33 SI2 554.0
0.29 VS1 555.0
0.29 VS1 555.0
0.31 SI1 555.0
0.34 VS2 555.0
0.34 VS2 555.0
0.34 VS1 555.0
0.34 VS1 555.0
0.3 VS1 555.0
0.29 VS1 555.0
0.35 SI1 555.0
0.43 I1 555.0
0.32 VS2 556.0
0.36 VS2 556.0
0.3 VS2 556.0
0.26 VS1 556.0
0.7 VS2 2812.0
0.7 VS2 2812.0
0.71 SI1 2812.0
0.99 SI1 2812.0
0.73 VS2 2812.0
0.51 VVS1 2812.0
0.91 SI2 2813.0
0.84 SI1 2813.0
0.91 VS2 2813.0
0.76 SI1 2814.0
0.76 SI1 2814.0
0.75 SI1 2814.0
0.55 VVS1 2815.0
0.76 SI2 2815.0
0.74 VS1 2815.0
0.7 SI1 2815.0
0.7 SI1 2815.0
0.7 SI1 2815.0
0.7 SI1 2815.0
0.9 VS2 2815.0
0.95 SI2 2815.0
0.89 SI2 2815.0
0.72 VS2 2815.0
0.96 SI2 2815.0
1.02 I1 2815.0
0.78 VVS2 2816.0
0.61 VVS2 2816.0
0.71 VS1 2816.0
0.78 SI1 2816.0
0.87 SI2 2816.0
0.83 SI1 2816.0
0.71 SI1 2817.0
0.71 VVS2 2817.0
0.71 VS2 2817.0
0.71 VS2 2817.0
0.63 VVS2 2817.0
0.71 SI1 2817.0
0.71 SI1 2817.0
0.71 SI1 2817.0
0.71 SI1 2817.0
0.9 VS2 2817.0
0.71 SI1 2817.0
0.7 VS2 2818.0
0.7 VS2 2818.0
0.7 VS2 2818.0
1.0 I1 2818.0
0.86 SI2 2818.0
0.8 SI1 2818.0
0.7 VS1 2818.0
0.7 VS1 2818.0
0.7 VS2 2818.0
0.7 VS1 2818.0
1.0 SI2 2818.0
0.72 VS1 2819.0
0.72 VS1 2819.0
0.7 VS1 2819.0
0.86 SI2 2819.0
0.71 VS1 2820.0
0.75 SI1 2821.0
0.73 VS2 2821.0
0.53 VVS1 2821.0
0.73 SI1 2821.0
0.73 SI1 2821.0
0.73 SI1 2821.0
0.73 SI1 2821.0
0.73 SI1 2821.0
0.73 SI1 2821.0
0.7 VS1 2822.0
0.72 VS2 2822.0
0.72 VS2 2822.0
0.72 VS2 2822.0
0.7 VS2 2822.0
0.6 VVS2 2822.0
0.74 VVS1 2822.0
0.73 SI1 2822.0
0.71 SI1 2822.0
0.71 SI1 2822.0
0.7 SI1 2822.0
0.7 SI1 2822.0
0.9 VS2 2822.0
0.71 SI1 2822.0
0.7 VS2 2822.0
0.7 VS2 2822.0
0.7 SI1 2822.0
0.7 SI1 2822.0
0.7 SI1 2822.0
0.7 SI1 2822.0
0.7 VS2 2822.0
0.7 VS2 2822.0
0.7 SI1 2822.0
0.79 SI2 2823.0
0.9 SI1 2823.0
0.71 VS2 2823.0
0.61 VVS2 2823.0
0.9 SI2 2823.0
0.71 SI1 2823.0
0.71 VS2 2824.0
0.77 VVS2 2824.0
0.74 VS1 2824.0
0.82 SI2 2824.0
0.82 SI2 2824.0
0.71 VS1 2825.0
0.83 SI1 2825.0
0.73 VS1 2825.0
0.83 SI1 2825.0
1.17 I1 2825.0
0.91 SI2 2825.0
0.73 VS1 2826.0
0.7 VS1 2826.0
0.9 SI2 2826.0
0.7 VS1 2826.0
0.7 VS2 2826.0
0.7 VS1 2826.0
0.9 SI2 2826.0
0.78 SI1 2826.0
0.96 I1 2826.0
0.7 SI1 2827.0
0.72 VS2 2827.0
0.79 VVS2 2827.0
0.7 VVS1 2827.0
0.7 VVS1 2827.0
0.7 SI2 2828.0
1.01 SI2 2828.0
0.72 VS1 2829.0
0.8 SI2 2829.0
0.59 VVS1 2829.0
0.72 VS1 2829.0
0.75 SI2 2829.0
0.8 SI2 2829.0
0.71 VS2 2830.0
0.77 SI1 2830.0
0.97 I1 2830.0
0.53 VVS1 2830.0
0.53 VVS1 2830.0
0.8 VS2 2830.0
0.9 SI1 2830.0
0.76 SI2 2831.0
0.72 SI1 2831.0
0.75 SI1 2831.0
0.72 SI1 2831.0
0.79 SI1 2831.0
0.72 VS2 2832.0
0.91 SI2 2832.0
0.71 VVS2 2832.0
0.81 SI1 2832.0
0.82 SI1 2832.0
0.71 VS1 2832.0
0.9 SI1 2832.0
0.8 VS2 2833.0
0.56 IF 2833.0
0.7 VS2 2833.0
0.7 VS2 2833.0
0.61 VVS2 2833.0
0.85 SI2 2833.0
0.7 SI1 2833.0
0.8 VS2 2834.0
0.8 VS2 2834.0
0.51 VVS1 2834.0
0.53 VVS1 2834.0
0.78 VS2 2834.0
0.9 SI1 2834.0
0.9 SI2 2834.0
0.77 SI2 2834.0
0.73 VS1 2835.0
0.63 VVS2 2835.0
0.7 VS2 2835.0
0.72 VS2 2835.0
0.72 SI1 2835.0
0.75 VS2 2835.0
0.82 SI1 2836.0
0.71 VS2 2836.0
0.7 VS1 2837.0
0.7 VS1 2837.0
0.71 SI1 2838.0
0.76 SI1 2838.0
0.82 SI1 2838.0
0.72 VS1 2838.0
0.7 VS2 2838.0
0.7 VS2 2838.0
0.7 VS1 2838.0
0.7 VS2 2838.0
0.7 SI1 2838.0
0.7 VS2 2838.0
0.7 VS2 2838.0
0.7 VS1 2838.0
0.74 SI1 2839.0
0.71 VS1 2839.0
0.7 VS1 2839.0
0.71 VS1 2839.0
0.71 VS1 2839.0
0.71 VS1 2839.0
0.71 VS1 2839.0
0.7 VS1 2839.0
0.73 VS2 2839.0
0.7 VS2 2839.0
0.7 VS1 2839.0
0.71 VVS2 2839.0
0.71 VS1 2839.0
0.79 VS2 2839.0
0.71 VS1 2839.0
0.77 VS1 2840.0
0.75 SI2 2840.0
0.7 SI1 2840.0
0.71 VS2 2840.0
0.92 SI2 2840.0
0.83 SI2 2840.0
0.7 VVS1 2840.0
0.73 VS2 2841.0
0.71 VS1 2841.0
0.73 SI1 2841.0
0.82 SI2 2841.0
0.82 SI2 2841.0
0.82 SI2 2841.0
0.52 VVS1 2841.0
1.0 I1 2841.0
0.95 SI1 2841.0
0.73 SI1 2841.0
0.73 VS2 2841.0
0.73 VS1 2841.0
0.8 VS1 2842.0
0.7 VS2 2842.0
0.7 VS2 2843.0
0.7 VS2 2843.0
0.71 VS2 2843.0
0.81 SI2 2843.0
0.71 SI1 2843.0
0.73 VVS2 2843.0
0.73 VS1 2843.0
0.72 VS2 2843.0
0.81 SI2 2843.0
0.71 VVS2 2843.0
0.73 SI1 2844.0
0.7 VS1 2844.0
1.01 I1 2844.0
1.01 I1 2844.0
0.79 VS2 2844.0
0.7 VS2 2845.0
0.7 VS2 2845.0
0.8 VS2 2845.0
1.27 SI2 2845.0
0.79 SI1 2846.0
0.72 VS1 2846.0
0.73 VVS2 2846.0
1.01 SI2 2846.0
1.01 I1 2846.0
0.73 SI1 2846.0
0.7 SI1 2846.0
0.7 VS2 2846.0
0.77 SI1 2846.0
0.77 VS2 2846.0
0.77 VS1 2846.0
0.84 SI1 2847.0
0.72 SI1 2847.0
0.76 SI1 2847.0
0.7 VVS2 2848.0
0.54 VVS2 2848.0
0.75 SI2 2848.0
0.79 SI1 2849.0
0.74 VS1 2849.0
0.7 VS2 2850.0
0.7 VS2 2850.0
0.75 SI1 2850.0
1.2 I1 2850.0
0.8 SI1 2851.0
0.66 VS1 2851.0
0.87 SI2 2851.0
0.86 SI1 2851.0
0.74 SI1 2851.0
0.58 IF 2852.0
0.78 VS1 2852.0
0.74 SI1 2852.0
0.73 SI1 2852.0
0.91 SI1 2852.0
0.71 VS2 2853.0
0.71 VS1 2853.0
0.79 SI2 2853.0
0.79 SI2 2853.0
0.71 SI1 2853.0
0.82 VS1 2853.0
0.78 VS1 2854.0
0.7 VS1 2854.0
1.12 I1 2854.0
0.73 VS2 2854.0
0.91 VS2 2854.0
0.91 VS2 2854.0
0.91 VS2 2854.0
0.91 SI1 2854.0
0.7 VS1 2854.0
0.68 VVS2 2854.0
0.73 VS2 2855.0
1.03 SI1 2855.0
0.74 VS2 2855.0
0.98 SI2 2855.0
1.02 SI1 2856.0
1.0 SI2 2856.0
1.02 SI2 2856.0
0.6 VVS2 2856.0
0.8 SI2 2856.0
0.97 I1 2856.0
1.0 SI1 2856.0
0.26 VS1 556.0
0.26 VS1 556.0
0.36 SI1 556.0
0.34 VS2 556.0
0.34 SI1 556.0
0.34 SI1 556.0
0.34 SI1 556.0
0.34 VS2 556.0
0.34 SI1 556.0
0.32 VS2 556.0
0.31 VVS1 557.0
0.31 VVS1 557.0
0.31 VVS1 557.0
0.31 VVS1 557.0
0.31 VVS1 557.0
0.31 VVS1 557.0
0.31 VS2 557.0
0.31 VS1 557.0
0.31 VS1 557.0
0.33 SI2 557.0
0.33 SI2 557.0
0.33 SI2 557.0
0.33 SI2 557.0
0.33 SI2 557.0
0.33 VS1 557.0
0.33 VS1 557.0
0.33 VS1 557.0
0.33 SI1 557.0
0.33 SI1 557.0
0.33 SI1 557.0
1.0 SI2 2856.0
0.77 SI1 2856.0
0.77 SI1 2856.0
0.7 VVS2 2857.0
0.9 SI2 2857.0
0.72 SI1 2857.0
0.9 VS2 2857.0
0.72 SI1 2857.0
0.7 VVS2 2858.0
0.81 SI1 2858.0
0.81 SI1 2858.0
0.71 VS2 2858.0
0.7 VS2 2858.0
0.71 VS2 2858.0
0.71 VS2 2858.0
0.92 SI1 2858.0
0.76 SI1 2858.0
0.73 SI1 2858.0
0.71 VS2 2858.0
0.7 VVS2 2858.0
0.9 SI2 2858.0
0.71 VS2 2858.0
0.7 VS2 2859.0
0.7 VS2 2859.0
0.77 VS1 2859.0
0.71 VS1 2859.0
0.7 VS2 2859.0
0.75 VS1 2859.0
0.83 SI2 2859.0
0.71 VS2 2860.0
0.9 SI2 2860.0
0.6 VVS2 2860.0
0.71 VS1 2860.0
0.53 VVS1 2860.0
0.71 SI1 2861.0
0.62 VVS2 2861.0
0.62 VVS2 2861.0
0.9 SI1 2861.0
0.62 IF 2861.0
0.82 SI2 2861.0
0.66 VS1 2861.0
0.7 SI1 2862.0
0.8 SI1 2862.0
0.8 SI2 2862.0
0.79 SI1 2862.0
0.71 VVS1 2862.0
0.7 VS2 2862.0
0.7 VS2 2862.0
0.79 VS1 2862.0
0.7 VS2 2862.0
1.22 I1 2862.0
1.01 SI2 2862.0
0.73 VS2 2862.0
0.91 VS2 2863.0
0.71 SI1 2863.0
0.83 SI1 2863.0
0.84 SI2 2863.0
0.71 SI1 2863.0
0.71 SI1 2863.0
0.71 SI1 2863.0
0.71 SI1 2863.0
0.71 SI1 2863.0
0.71 SI1 2863.0
0.91 SI1 2863.0
0.9 VS2 2863.0
0.71 VVS2 2863.0
0.71 SI1 2863.0
0.72 VS2 2863.0
0.72 SI1 2863.0
0.71 VS2 2863.0
0.81 SI2 2864.0
0.83 VS2 2865.0
0.73 SI1 2865.0
0.56 VVS1 2866.0
0.56 VVS1 2866.0
0.71 VS1 2866.0
0.7 VVS1 2866.0
0.96 SI1 2866.0
0.71 VVS1 2867.0
0.7 VS2 2867.0
0.71 VVS1 2867.0
0.8 VS2 2867.0
0.95 SI2 2867.0
0.82 SI2 2867.0
0.52 VVS1 2867.0
0.82 SI2 2867.0
0.82 SI2 2867.0
0.82 SI2 2867.0
0.8 SI1 2867.0
0.96 SI2 2867.0
0.72 VS1 2868.0
0.62 IF 2868.0
0.79 SI2 2868.0
0.75 SI1 2868.0
1.08 I1 2869.0
0.72 SI1 2869.0
0.62 IF 2869.0
0.73 VVS2 2869.0
0.72 VVS2 2869.0
0.52 VVS2 2870.0
0.83 SI2 2870.0
0.64 VVS2 2870.0
0.8 SI1 2870.0
0.74 SI1 2870.0
0.72 SI1 2870.0
0.82 VS2 2870.0
0.73 VS1 2870.0
1.04 I1 2870.0
0.73 SI1 2871.0
0.73 SI1 2871.0
0.9 SI1 2871.0
0.75 SI1 2871.0
0.79 SI1 2871.0
0.7 SI1 2872.0
0.75 SI1 2872.0
1.02 I1 2872.0
0.7 SI2 2872.0
0.7 SI1 2872.0
0.7 SI1 2872.0
0.7 SI1 2872.0
0.7 SI1 2872.0
0.7 SI1 2872.0
0.72 VS2 2872.0
0.74 SI1 2872.0
0.84 SI1 2872.0
0.76 VS2 2873.0
0.77 SI1 2873.0
0.76 SI2 2873.0
1.0 SI2 2873.0
1.0 SI1 2873.0
0.9 SI1 2873.0
0.9 SI1 2873.0
0.9 SI1 2873.0
0.9 SI1 2873.0
0.9 SI1 2873.0
0.9 SI1 2873.0
0.78 VS2 2874.0
0.71 VS2 2874.0
0.7 VS1 2874.0
0.7 VS1 2874.0
0.7 VVS2 2874.0
0.7 VS1 2874.0
0.7 VS1 2874.0
0.7 VS1 2874.0
0.7 VVS2 2874.0
1.0 SI2 2875.0
0.77 SI1 2875.0
1.0 VS1 2875.0
1.0 SI1 2875.0
1.0 SI2 2875.0
0.73 VS1 2876.0
0.79 VS2 2876.0
0.72 VS1 2877.0
0.71 VS1 2877.0
0.74 VS2 2877.0
0.7 VVS1 2877.0
0.7 VS1 2877.0
0.79 SI1 2878.0
0.79 SI1 2878.0
0.79 SI2 2878.0
0.71 VS2 2878.0
0.79 SI1 2878.0
0.73 SI1 2879.0
0.63 IF 2879.0
0.7 VS1 2879.0
0.71 VS1 2879.0
0.84 SI2 2879.0
0.84 SI2 2879.0
1.02 SI2 2879.0
0.72 VS1 2879.0
0.72 VS1 2879.0
0.92 SI2 2880.0
0.74 SI1 2880.0
0.7 VVS1 2881.0
0.71 VS2 2881.0
1.05 I1 2881.0
0.7 IF 2882.0
0.54 VVS1 2882.0
0.73 VS2 2882.0
0.88 SI1 2882.0
0.73 VS2 2882.0
0.72 SI1 2883.0
0.9 SI2 2883.0
0.9 SI2 2883.0
1.03 SI2 2884.0
0.84 SI1 2885.0
1.01 SI1 2885.0
0.77 SI2 2885.0
0.8 SI1 2885.0
0.9 SI2 2885.0
0.73 SI1 2886.0
0.72 SI1 2886.0
0.71 SI1 2887.0
0.7 VS1 2887.0
0.79 VS1 2888.0
0.72 VVS2 2889.0
0.7 VS2 2889.0
0.7 VS1 2889.0
0.9 SI2 2889.0
0.71 VS1 2889.0
0.5 VVS2 2889.0
0.5 VVS2 2889.0
0.74 SI1 2889.0
0.77 VS2 2889.0
0.77 SI1 2889.0
0.8 SI1 2890.0
0.8 SI1 2890.0
0.8 SI1 2890.0
0.8 SI1 2890.0
0.66 VVS1 2890.0
0.71 VS2 2891.0
0.71 VS2 2891.0
0.71 VS2 2891.0
0.71 VS2 2891.0
0.72 SI1 2891.0
0.71 VS2 2891.0
0.86 SI2 2892.0
1.19 I1 2892.0
0.71 VS1 2893.0
0.82 SI2 2893.0
0.71 VVS2 2893.0
0.75 VS2 2893.0
0.7 VVS1 2893.0
0.8 SI2 2893.0
0.82 SI2 2893.0
0.82 SI1 2893.0
0.82 SI1 2893.0
0.81 SI2 2894.0
0.81 SI2 2894.0
0.76 SI1 2894.0
0.71 VS2 2895.0
0.7 VS1 2895.0
0.7 VVS2 2895.0
0.74 VS1 2896.0
0.77 VS2 2896.0
0.77 VS2 2896.0
0.53 VVS1 2896.0
0.79 SI1 2896.0
0.73 SI2 2896.0
0.77 SI2 2896.0
0.77 SI1 2896.0
1.01 I1 2896.0
1.01 I1 2896.0
0.6 VVS2 2897.0
0.76 SI1 2897.0
0.54 VVS2 2897.0
0.72 SI1 2897.0
0.72 VS1 2897.0
0.74 VS2 2897.0
1.12 SI2 2898.0 
//sorting
display(spark.sql("SELECT carat, clarity, price FROM diamonds ORDER BY price DESC"))
carat clarity price
2.29 VS2 18823.0
2.0 SI1 18818.0
1.51 IF 18806.0
2.07 SI2 18804.0
2.0 SI1 18803.0
2.29 SI1 18797.0
2.0 VS1 18795.0
2.04 SI1 18795.0
1.71 VS2 18791.0
2.15 SI2 18791.0
2.8 SI2 18788.0
2.05 SI1 18787.0
2.05 SI2 18784.0
2.03 SI1 18781.0
1.6 VS1 18780.0
2.06 VS2 18779.0
1.51 VVS1 18777.0
1.71 VVS2 18768.0
2.55 VS1 18766.0
2.08 SI1 18760.0
2.0 SI1 18759.0
2.03 SI1 18757.0
2.61 SI2 18756.0
2.36 SI2 18745.0
2.01 SI1 18741.0
2.01 SI1 18741.0
2.01 SI1 18741.0
2.01 SI1 18736.0
1.94 SI1 18735.0
2.02 SI1 18731.0
1.72 VVS2 18730.0
1.51 VS1 18729.0
1.7 VVS2 18718.0
2.18 SI1 18717.0
3.01 SI2 18710.0
3.01 SI2 18710.0
2.0 SI1 18709.0
2.07 VS2 18707.0
2.22 VS1 18706.0
2.01 SI2 18705.0
3.51 VS2 18701.0
1.28 IF 18700.0
2.02 VS2 18700.0
2.19 SI2 18693.0
2.43 VS2 18692.0
2.48 SI2 18692.0
1.5 VS2 18691.0
2.67 SI2 18686.0
1.42 VVS1 18682.0
2.03 VS2 18680.0
2.02 SI2 18678.0
2.16 SI2 18678.0
2.01 SI2 18674.0
2.04 SI1 18663.0
2.05 VS2 18659.0
2.12 SI1 18656.0
2.29 VS2 18653.0
2.1 SI1 18648.0
2.01 VS2 18640.0
2.09 SI2 18640.0
2.03 SI1 18630.0
2.01 SI1 18625.0
2.42 VS2 18615.0
1.49 VVS2 18614.0
2.07 SI2 18611.0
2.01 VS2 18607.0
2.0 SI1 18604.0
1.71 VVS2 18599.0
1.7 VS1 18598.0
2.29 IF 18594.0
3.01 SI2 18593.0
2.03 SI2 18578.0
2.11 SI2 18575.0
2.01 SI1 18574.0
2.01 SI1 18572.0
1.6 VS1 18571.0
2.02 VS2 18565.0
2.01 VS2 18561.0
2.01 VS2 18561.0
2.09 SI1 18559.0
3.04 SI2 18559.0
2.38 VS2 18559.0
1.72 VS2 18557.0
1.5 IF 18552.0
1.04 IF 18542.0
2.4 SI1 18541.0
2.4 SI2 18541.0
2.03 SI2 18535.0
2.32 SI2 18532.0
2.22 VS2 18531.0
4.5 I1 18531.0
2.14 SI1 18528.0
2.14 SI2 18526.0
1.83 VS2 18525.0
2.0 SI1 18524.0
2.38 VS1 18522.0
2.0 VS2 18515.0
2.09 SI2 18509.0
2.32 SI2 18508.0
2.37 SI1 18508.0
2.01 VS2 18507.0
2.03 SI1 18507.0
2.01 VS1 18500.0
2.66 SI2 18495.0
2.0 SI1 18493.0
2.07 SI1 18489.0
2.02 SI2 18487.0
2.57 SI1 18485.0
2.21 SI2 18483.0
2.16 VS2 18481.0
2.1 SI1 18480.0
2.03 SI2 18477.0
2.19 SI1 18475.0
2.01 VS2 18474.0
2.09 SI2 18472.0
2.15 SI1 18470.0
2.04 SI1 18468.0
2.1 SI2 18462.0
2.16 VS1 18462.0
2.03 SI2 18458.0
2.5 SI2 18447.0
2.08 VS2 18447.0
1.7 VVS1 18445.0
2.09 VS2 18443.0
2.13 SI1 18442.0
2.0 SI1 18440.0
2.0 SI1 18440.0
2.06 SI1 18439.0
1.33 IF 18435.0
2.22 SI1 18432.0
1.72 VVS2 18431.0
2.44 VS2 18430.0
1.74 VS2 18430.0
1.7 VS1 18430.0
1.79 VS2 18429.0
2.26 SI1 18426.0
2.29 IF 18426.0
2.0 SI2 18426.0
2.03 SI1 18423.0
1.6 VS2 18421.0
1.79 VS1 18419.0
1.54 VS1 18416.0
2.11 SI2 18407.0
2.08 SI2 18405.0
2.01 SI1 18398.0
2.02 VS2 18398.0
1.7 VS1 18398.0
2.01 SI2 18395.0
2.01 SI2 18394.0
2.09 SI1 18392.0
1.73 VVS2 18377.0
2.0 SI1 18376.0
2.4 SI2 18374.0
2.01 SI1 18374.0
2.32 SI1 18371.0
2.0 SI1 18371.0
2.0 SI1 18371.0
2.06 SI2 18371.0
2.6 SI2 18369.0
2.2 VS2 18364.0
2.22 VS2 18363.0
2.07 VS2 18359.0
1.83 VS2 18358.0
2.07 SI2 18344.0
2.27 SI1 18343.0
1.7 VS2 18342.0
2.16 VS1 18342.0
2.01 VS1 18340.0
2.5 VS2 18325.0
2.49 SI2 18325.0
2.02 VS1 18324.0
2.02 SI2 18320.0
2.05 VS2 18318.0
1.61 VS2 18318.0
2.1 SI2 18312.0
2.03 SI2 18310.0
2.51 SI2 18308.0
1.93 SI1 18306.0
2.3 SI2 18304.0
2.24 SI1 18299.0
2.02 SI2 18296.0
2.01 SI1 18295.0
2.01 SI1 18295.0
1.54 VVS1 18294.0
2.06 SI2 18293.0
2.14 SI2 18291.0
2.03 SI2 18286.0
2.08 VS2 18281.0
1.62 VS2 18281.0
1.07 IF 18279.0
1.7 VVS1 18279.0
2.21 SI2 18276.0
2.13 SI1 18275.0
2.02 SI2 18274.0
2.01 SI2 18259.0
2.03 SI1 18257.0
2.51 SI2 18255.0
2.53 SI1 18254.0
2.52 SI1 18252.0
2.01 SI1 18252.0
1.7 VS2 18251.0
3.01 SI2 18242.0
3.01 SI2 18242.0
3.01 SI2 18242.0
3.01 SI2 18242.0
3.01 SI2 18242.0
2.3 VS2 18239.0
2.02 SI1 18236.0
2.02 SI1 18236.0
2.02 SI1 18236.0
2.02 SI2 18236.0
2.19 SI2 18232.0
2.04 SI2 18231.0
1.09 IF 18231.0
2.09 VS1 18215.0
1.73 VVS2 18211.0
2.02 VS2 18207.0
2.02 VS2 18207.0
2.01 VS1 18206.0
2.07 SI2 18198.0
2.2 SI1 18193.0
2.05 SI1 18193.0
2.07 VS2 18193.0
2.3 VS2 18190.0
2.01 SI1 18188.0
1.55 VVS2 18188.0
2.01 SI1 18186.0
2.0 SI1 18186.0
2.01 SI2 18183.0
2.05 SI2 18181.0
2.52 SI2 18179.0
1.63 VS1 18179.0
1.76 VS1 18178.0
1.7 VS2 18176.0
2.0 SI2 18172.0
2.01 VS2 18172.0
2.2 SI2 18168.0
2.03 VS2 18166.0
2.12 SI2 18164.0
1.5 VVS2 18159.0
2.04 SI1 18153.0
2.05 VS2 18152.0
2.23 VS2 18149.0
2.01 SI1 18149.0
2.03 VS2 18139.0
2.03 VS2 18139.0
2.08 SI2 18128.0
2.08 SI2 18128.0
1.78 VS2 18128.0
2.21 SI2 18128.0
2.04 VS1 18127.0
2.14 SI2 18125.0
2.08 SI2 18124.0
2.1 SI2 18124.0
2.03 SI2 18120.0
2.12 SI2 18120.0
2.33 SI1 18119.0
2.12 SI1 18118.0
2.02 SI2 18117.0
2.04 SI1 18115.0
2.04 SI1 18115.0
2.03 SI2 18115.0
1.07 IF 18114.0
2.45 VS2 18113.0
1.14 IF 18112.0
2.3 SI2 18108.0
1.7 VS2 18107.0
1.7 VS2 18107.0
2.04 VS1 18104.0
1.51 IF 18102.0
2.51 SI2 18090.0
2.32 SI1 18080.0
2.02 VS2 18077.0
2.01 SI1 18077.0
2.01 SI1 18077.0
2.01 SI1 18077.0
2.11 SI2 18071.0
2.0 SI1 18069.0
2.29 SI1 18068.0
2.19 SI2 18067.0
2.04 SI2 18066.0
2.21 SI1 18062.0
2.0 SI1 18062.0
2.2 SI1 18059.0
1.58 VS1 18057.0
1.7 VS2 18055.0
2.28 SI2 18055.0
2.02 VS2 18050.0
2.01 VS1 18041.0
2.51 SI2 18037.0
2.11 SI2 18034.0
2.25 SI1 18034.0
2.25 SI2 18034.0
2.16 SI1 18029.0
2.51 SI2 18029.0
2.26 SI2 18028.0
2.01 SI1 18027.0
2.01 SI1 18027.0
2.32 SI1 18026.0
2.03 SI1 18026.0
2.32 SI1 18026.0
2.04 SI1 18026.0
2.0 VS2 18023.0
2.51 VS2 18020.0
5.01 I1 18018.0
2.05 SI2 18017.0
1.76 VS1 18014.0
2.25 SI2 18007.0
2.06 SI2 18005.0
2.18 SI2 18003.0
2.09 SI2 18002.0
2.16 SI2 18001.0
2.35 SI1 17999.0
2.09 VS2 17999.0
2.54 SI2 17996.0
1.93 VS1 17995.0
2.24 SI2 17989.0
2.05 SI2 17988.0
2.01 VS2 17987.0
2.08 IF 17986.0
2.01 VS1 17983.0
2.03 VS2 17975.0
2.05 SI2 17957.0
2.4 SI2 17955.0
2.39 VS2 17955.0
2.0 SI2 17953.0
2.04 SI1 17952.0
2.04 SI1 17952.0
1.54 VS1 17949.0
2.02 SI2 17938.0
1.51 VS1 17936.0
2.02 VS1 17936.0
2.16 SI1 17934.0
1.29 VVS1 17932.0
2.0 SI1 17930.0
2.57 SI2 17924.0
2.41 SI2 17923.0
2.39 VS1 17920.0
2.01 VS2 17917.0
2.08 VS2 17916.0
1.07 IF 17909.0
2.2 VS2 17905.0
1.74 VS1 17904.0
1.74 VS1 17904.0
2.0 SI1 17902.0
2.0 VS2 17898.0
2.2 SI1 17895.0
1.58 VS1 17894.0
2.07 SI1 17893.0
2.48 SI1 17893.0
2.02 VS2 17893.0
1.7 VS2 17892.0
2.28 SI2 17892.0
2.01 SI1 17892.0
2.32 VS1 17891.0
2.16 VVS1 17891.0
2.0 VS1 17889.0
1.76 VVS2 17888.0
2.02 VS2 17887.0
2.02 SI1 17882.0
2.01 VS1 17877.0
2.11 SI2 17871.0
2.0 SI2 17871.0
2.0 SI1 17869.0
2.03 SI1 17864.0
2.43 SI2 17856.0
2.01 SI2 17849.0
2.01 SI1 17849.0
2.01 SI1 17849.0
2.01 SI1 17849.0
2.18 SI2 17841.0
2.09 SI2 17840.0
2.01 VS1 17838.0
2.1 VS2 17837.0
2.0 SI2 17835.0
2.36 VS1 17829.0
2.01 VS2 17826.0
1.63 VS2 17825.0
2.02 SI2 17825.0
2.16 SI1 17820.0
2.11 SI1 17816.0
2.05 SI1 17811.0
2.09 SI2 17805.0
2.17 SI2 17805.0
2.01 SI1 17804.0
2.03 SI1 17803.0
1.69 VS2 17803.0
2.72 SI2 17801.0
2.01 SI2 17798.0
2.21 SI1 17784.0
2.08 SI1 17778.0
2.05 SI1 17776.0
1.55 VS1 17773.0
2.16 SI1 17772.0
1.71 VS2 17766.0
1.72 VS1 17765.0
1.87 VS1 17761.0
2.0 SI2 17760.0
2.0 SI1 17760.0
2.0 SI1 17760.0
2.0 VS2 17760.0
2.0 VS2 17760.0
2.0 SI2 17760.0
2.01 SI2 17759.0
2.01 SI1 17759.0
2.56 SI1 17753.0
2.03 SI2 17752.0
2.01 VS1 17751.0
2.17 SI1 17747.0
2.01 SI2 17746.0
2.14 SI2 17742.0
2.0 SI1 17740.0
2.12 SI2 17730.0
1.65 IF 17729.0
2.0 SI1 17724.0
1.52 VS1 17723.0
2.0 VS2 17716.0
2.31 SI1 17715.0
2.21 SI1 17714.0
1.99 VS2 17713.0
2.11 VS2 17712.0
2.0 SI2 17710.0
2.12 SI2 17694.0
2.02 SI1 17692.0
2.52 SI2 17689.0
1.51 VVS2 17689.0
2.01 SI1 17688.0
2.01 SI2 17688.0
1.71 VS1 17685.0
2.32 SI2 17676.0
2.01 SI1 17676.0
2.0 SI2 17674.0
2.14 SI2 17673.0
2.28 SI1 17673.0
2.02 SI1 17672.0
1.5 VVS2 17667.0
2.29 SI2 17666.0
1.34 IF 17663.0
1.7 VS2 17662.0
1.52 VS1 17659.0
2.02 SI1 17658.0
2.06 SI2 17650.0
1.51 VS1 17649.0
2.39 VS1 17642.0
2.05 VS1 17640.0
2.2 SI2 17634.0
2.08 SI1 17617.0
1.74 VS2 17614.0
2.07 SI2 17614.0
2.01 SI2 17609.0
2.52 SI2 17608.0
2.0 VS1 17607.0
2.48 SI2 17607.0
2.1 VVS1 17606.0
1.72 VS1 17605.0
1.64 VVS2 17604.0
2.0 SI1 17600.0
1.38 IF 17598.0
1.7 VS2 17597.0
1.7 VS2 17597.0
1.71 VS1 17595.0
2.01 VS2 17592.0
2.53 SI2 17591.0
1.03 IF 17590.0
2.14 SI2 17582.0
2.02 VS2 17581.0
2.02 SI1 17579.0
2.0 VS2 17574.0
2.01 VS2 17570.0
2.36 SI2 17569.0
1.65 IF 17569.0
2.01 SI2 17555.0
2.19 SI2 17554.0
1.89 VS1 17553.0
1.59 VS1 17552.0
1.57 VS2 17548.0
1.45 VVS2 17545.0
2.29 VS2 17539.0
1.97 VS2 17535.0
2.36 VS2 17534.0
2.0 SI2 17534.0
2.02 VS1 17533.0
2.02 SI1 17530.0
2.21 SI2 17525.0
2.01 VS1 17523.0
2.52 SI2 17522.0
2.05 SI1 17521.0
2.32 SI2 17516.0
1.51 VS1 17515.0
2.01 SI2 17514.0
2.14 SI2 17513.0
1.91 SI1 17509.0
2.33 VS2 17504.0
1.14 IF 17499.0
2.01 VS2 17497.0
1.31 VVS1 17496.0
2.01 SI1 17492.0
1.7 VS1 17492.0
2.02 SI1 17489.0
1.7 VS2 17485.0
2.01 SI1 17476.0
2.18 SI2 17475.0
2.01 SI1 17474.0
2.18 SI2 17473.0
2.44 SI1 17472.0
2.08 SI1 17469.0
2.08 SI1 17469.0
2.2 VS2 17460.0
2.01 SI1 17458.0
1.56 VS1 17455.0
2.51 SI1 17452.0
2.31 VS1 17451.0
1.5 VVS2 17449.0
2.48 SI2 17448.0
2.0 SI1 17447.0
1.76 VS2 17442.0
1.55 VS2 17441.0
2.0 VS1 17436.0
2.01 SI1 17434.0
2.01 VS2 17433.0
2.19 SI2 17433.0
1.65 VS1 17425.0
2.01 VS2 17422.0
2.14 VS2 17416.0
1.61 VS1 17414.0
2.05 VS1 17408.0
2.64 SI2 17407.0
2.5 SI2 17405.0
2.0 SI1 17405.0
2.01 SI2 17403.0
2.01 SI1 17403.0
2.01 SI1 17403.0
2.01 SI1 17403.0
1.69 VS1 17400.0
1.59 VS1 17393.0
2.03 SI2 17393.0
2.02 SI1 17392.0
2.01 SI1 17383.0
2.17 SI1 17381.0
2.04 SI2 17379.0
1.97 VS2 17377.0
1.95 VS2 17374.0
1.59 VS1 17366.0
2.01 VS1 17365.0
2.39 VS1 17365.0
1.6 VVS1 17360.0
1.7 VS2 17360.0
1.79 VS2 17358.0
2.02 SI1 17357.0
1.21 IF 17353.0
1.93 VS2 17353.0
1.67 VS2 17351.0
2.01 SI1 17347.0
1.75 VS2 17343.0
2.54 SI2 17339.0
1.69 VS1 17338.0
2.01 SI1 17334.0
1.7 VS1 17330.0
4.13 I1 17329.0
1.58 IF 17329.0
2.04 IF 17327.0
2.04 SI1 17323.0
1.7 VS2 17323.0
1.51 VVS2 17317.0
2.04 VS2 17315.0
2.16 SI1 17313.0
2.01 SI2 17313.0
2.26 SI2 17312.0
2.03 VS2 17297.0
2.35 SI2 17294.0
2.35 SI2 17294.0
2.05 SI1 17294.0
2.05 SI2 17294.0
1.5 VVS1 17279.0
2.0 VS1 17278.0
1.8 SI1 17273.0
1.86 VVS2 17267.0
2.02 SI2 17265.0
2.02 SI1 17265.0
2.2 SI1 17265.0
2.16 SI2 17263.0
2.02 SI2 17263.0
2.42 VS1 17262.0
2.08 VS2 17258.0
1.61 VS1 17256.0
2.12 VS2 17254.0
2.1 SI1 17250.0
2.0 SI1 17247.0
2.02 SI1 17245.0
2.01 SI2 17244.0
1.54 VS2 17240.0
2.05 SI2 17237.0
2.01 SI1 17235.0
2.01 SI2 17235.0
2.25 SI1 17233.0
2.52 SI1 17231.0
1.7 VVS2 17228.0
2.01 VS1 17227.0
2.17 SI1 17224.0
1.53 VS2 17223.0
2.15 SI2 17221.0
2.01 SI2 17220.0
2.15 SI2 17219.0
1.7 VS1 17219.0
2.31 SI2 17218.0
1.41 VVS2 17216.0
2.05 VVS2 17214.0
2.14 SI1 17213.0
2.61 SI2 17209.0
2.6 SI2 17209.0
1.71 VS1 17206.0
1.71 VS1 17204.0
1.6 VVS1 17204.0
1.51 VVS2 17203.0
1.5 VVS2 17203.0
2.01 VS2 17197.0
1.71 VS1 17197.0
1.67 VS2 17194.0
2.3 SI1 17193.0
2.14 VS2 17193.0
1.21 VVS1 17192.0
2.01 VS2 17191.0
1.75 VS1 17191.0
2.56 SI1 17186.0
2.74 SI2 17184.0
2.03 SI2 17182.0
2.01 SI2 17179.0
2.01 SI2 17179.0
1.5 VVS2 17176.0
1.57 VS1 17175.0
1.75 VS2 17172.0
2.0 SI1 17172.0
2.42 VS2 17168.0
2.42 VS2 17168.0
2.02 SI2 17166.0
2.74 SI2 17164.0
2.51 SI2 17162.0
2.22 SI1 17160.0
2.09 SI2 17156.0
1.5 VS2 17153.0
2.02 VS1 17153.0
2.22 SI1 17151.0
2.27 VS1 17149.0
2.71 SI2 17146.0
1.5 VS1 17143.0
2.25 SI2 17143.0
2.02 SI1 17141.0
2.05 SI2 17138.0
2.0 SI2 17136.0
2.14 SI2 17127.0
2.01 SI1 17126.0
1.72 VS2 17125.0
2.22 SI2 17123.0
2.01 SI2 17118.0
2.57 SI2 17116.0
2.01 SI2 17115.0
2.09 SI1 17114.0
1.7 VS2 17114.0
1.51 VS1 17111.0
1.56 VS2 17108.0
2.53 SI2 17103.0
1.02 IF 17100.0
2.02 SI2 17099.0
1.93 VS1 17096.0
2.07 SI2 17095.0
2.01 SI1 17095.0
2.0 SI2 17094.0
2.0 VS2 17084.0
2.05 SI2 17081.0
2.01 SI2 17079.0
2.01 SI2 17078.0
1.61 VS1 17076.0
2.13 SI2 17073.0
1.7 VVS2 17073.0
2.01 VS1 17068.0
2.01 VS2 17068.0
2.01 VS1 17068.0
2.12 VS2 17068.0
2.01 VS1 17068.0
2.05 SI2 17066.0
2.15 SI2 17065.0
2.15 SI2 17063.0
2.31 SI2 17062.0
2.01 VS2 17057.0
1.53 VVS2 17057.0
2.32 VS2 17053.0
1.71 VS2 17052.0
2.27 VS1 17051.0
2.09 VS2 17051.0
1.6 VS1 17050.0
1.71 VS1 17049.0
2.04 SI2 17049.0
2.07 VS2 17045.0
2.13 SI2 17045.0
1.07 IF 17042.0
1.71 VS1 17041.0
2.4 SI2 17039.0
2.14 VS2 17038.0
1.75 VS1 17036.0
1.54 VS2 17029.0
2.04 VS2 17028.0
1.67 VVS2 17028.0
2.5 SI1 17028.0
2.6 SI2 17027.0
2.01 SI2 17024.0
2.01 SI2 17024.0
2.07 SI1 17019.0
1.75 VS2 17017.0
2.19 SI1 17016.0
2.01 SI2 17014.0
2.06 SI2 17012.0
2.26 VS2 17010.0
1.71 VS1 17009.0
2.05 SI1 17006.0
2.01 SI2 17005.0
2.01 SI1 17003.0
2.09 SI2 17001.0
2.31 SI2 17000.0
2.2 SI2 16996.0
2.27 VS1 16994.0
2.12 SI2 16992.0
1.5 VS1 16988.0
2.41 SI2 16987.0
1.68 VS1 16985.0
2.02 SI1 16985.0
1.73 VS2 16975.0
3.0 SI2 16970.0
3.0 SI2 16970.0
2.28 SI2 16969.0
1.73 VS2 16960.0
2.06 SI1 16960.0
1.73 VS2 16960.0
2.07 SI1 16957.0
2.01 SI1 16956.0
2.01 SI1 16956.0
1.7 VS1 16955.0
2.5 VS2 16955.0
2.28 SI2 16954.0
1.5 VVS2 16948.0
2.03 VS2 16945.0
2.02 SI2 16944.0
2.04 SI1 16942.0
1.93 VS1 16941.0
2.37 SI2 16937.0
2.53 SI2 16934.0
2.13 SI2 16931.0
2.02 SI2 16929.0
2.01 SI2 16922.0
1.54 VS2 16921.0
1.52 VS1 16916.0
2.49 SI1 16915.0
2.01 VS1 16914.0
2.63 SI2 16914.0
2.14 VS2 16914.0
2.01 VS1 16914.0
2.26 SI1 16904.0
2.01 SI1 16901.0
2.03 SI1 16900.0
2.03 SI1 16900.0
2.03 SI1 16900.0
2.05 VS2 16896.0
1.54 VS2 16889.0
2.01 SI2 16881.0
2.01 SI2 16881.0
1.76 VS2 16879.0
2.18 SI2 16878.0
2.04 VS2 16874.0
2.04 SI2 16872.0
2.0 SI1 16872.0
2.02 VS2 16861.0
2.06 SI2 16857.0
2.08 VS2 16854.0
2.18 SI2 16842.0
2.51 SI1 16842.0
2.42 SI2 16826.0
2.09 SI2 16824.0
1.25 IF 16823.0
2.48 VS2 16820.0
2.05 SI2 16819.0
1.71 VS2 16817.0
1.71 VS1 16813.0
2.01 VS1 16811.0
1.4 VVS1 16808.0
1.73 VS2 16807.0
2.23 SI2 16805.0
2.21 SI1 16804.0
1.75 VS2 16803.0
2.31 SI1 16801.0
2.04 SI2 16800.0
2.4 SI2 16797.0
1.5 VS1 16793.0
2.05 VS1 16793.0
2.03 VS2 16792.0
2.39 VS2 16791.0
1.62 VS1 16790.0
2.37 VS2 16789.0
2.02 VS2 16789.0
1.69 VS2 16789.0
2.03 SI1 16787.0
1.52 VVS2 16786.0
1.75 VS2 16783.0
2.1 SI2 16783.0
1.75 VS2 16783.0
1.5 VS1 16783.0
1.71 VS2 16779.0
1.52 VS1 16779.0
1.52 VS1 16779.0
2.01 VS2 16778.0
2.01 VS2 16778.0
2.01 VS2 16778.0
2.01 VS2 16778.0
2.01 VS2 16778.0
2.01 VS2 16778.0
2.13 SI2 16778.0
2.01 SI2 16776.0
2.01 SI2 16776.0
2.07 VVS2 16769.0
2.04 VS2 16768.0
1.51 VVS2 16754.0
1.54 VS1 16750.0
2.03 SI1 16747.0
2.01 SI1 16742.0
2.01 SI1 16737.0
1.54 VS2 16736.0
2.01 SI1 16733.0
2.01 SI1 16733.0
2.01 SI2 16733.0
2.01 SI2 16733.0
2.01 SI1 16733.0
2.01 SI1 16733.0
2.01 SI1 16731.0
2.01 SI2 16728.0
2.11 VS1 16723.0
2.14 SI2 16723.0
2.04 SI1 16718.0
2.04 SI1 16718.0
2.51 SI2 16717.0
1.51 VVS2 16716.0
1.51 VVS2 16716.0
2.17 SI1 16716.0
2.48 SI1 16715.0
2.53 SI1 16709.0
2.02 VS2 16709.0
2.24 SI2 16709.0
2.36 SI2 16707.0
2.09 SI1 16704.0
2.02 SI1 16704.0
2.09 SI2 16703.0
2.01 VS2 16700.0
2.0 VS2 16694.0
2.0 VS2 16694.0
2.03 SI1 16693.0
2.18 SI2 16690.0
2.22 VS1 16689.0
1.51 VS1 16688.0
2.39 SI1 16687.0
2.4 SI1 16687.0
1.8 VS1 16683.0
2.01 VS2 16677.0
1.52 VS1 16670.0
1.51 VS1 16669.0
2.02 SI1 16665.0
2.21 SI2 16657.0
2.24 SI2 16656.0
2.0 SI2 16650.0
2.0 SI1 16650.0
2.0 SI1 16650.0
2.38 SI1 16643.0
1.67 VS1 16643.0
2.03 SI2 16642.0
2.05 VS1 16641.0
1.52 VS1 16636.0
1.75 VS2 16632.0
2.03 SI1 16629.0
2.1 SI2 16629.0
2.1 SI2 16629.0
1.52 VS1 16628.0
1.52 VS1 16628.0
2.01 VS2 16626.0
2.01 VS2 16626.0
2.06 SI1 16626.0
2.01 VS2 16626.0
2.01 SI2 16624.0
1.71 VS1 16618.0
2.07 VVS2 16617.0
2.04 VS2 16616.0
1.51 VVS2 16613.0
2.05 SI1 16611.0
2.06 SI2 16603.0
1.53 VVS1 16601.0
1.59 VVS1 16599.0
2.02 VS2 16593.0
2.28 VS1 16592.0
2.45 SI2 16589.0
2.06 SI2 16587.0
1.69 VS2 16583.0
2.01 SI2 16582.0
2.01 SI1 16582.0
2.0 SI1 16580.0
1.71 SI1 16575.0
2.25 SI2 16575.0
1.57 VS2 16570.0
2.02 SI2 16565.0
2.28 VS2 16564.0
2.01 SI1 16562.0
2.02 SI1 16560.0
2.21 SI2 16558.0
1.5 VS1 16558.0
2.24 SI2 16558.0
1.51 VS1 16551.0
1.6 IF 16547.0
2.22 SI2 16547.0
1.41 VVS1 16545.0
2.0 VS2 16544.0
2.0 VS2 16544.0
3.01 I1 16538.0
2.44 VS2 16533.0
2.47 SI2 16532.0
2.2 SI2 16530.0
1.7 VS1 16521.0
1.51 VS1 16520.0
1.52 VS1 16519.0
1.51 VS1 16518.0
1.8 SI1 16513.0
2.11 VS2 16512.0
2.06 SI2 16512.0
1.62 VS2 16507.0
2.05 SI2 16506.0
2.1 SI2 16506.0
2.03 SI2 16505.0
2.01 SI1 16499.0
2.01 SI2 16499.0
1.52 VVS1 16492.0
1.52 VS1 16485.0
2.0 SI2 16484.0
2.03 VS2 16483.0
2.1 SI2 16479.0
2.1 SI2 16479.0
2.17 SI2 16472.0
1.0 IF 16469.0
2.46 SI2 16466.0
2.12 SI2 16466.0
2.59 VS1 16465.0
2.13 SI2 16462.0
2.0 SI2 16462.0
2.0 VS2 16459.0
1.53 VVS1 16451.0
2.28 VS2 16450.0
2.05 SI2 16446.0
2.03 SI2 16442.0
2.0 VS2 16439.0
2.06 SI2 16437.0
2.05 SI2 16431.0
2.51 SI2 16427.0
2.18 VS2 16427.0
2.18 VS2 16427.0
2.04 SI2 16426.0
2.0 SI2 16425.0
2.03 VS2 16422.0
2.04 SI1 16420.0
2.03 SI2 16412.0
2.01 SI2 16410.0
1.5 VS1 16409.0
2.0 SI1 16407.0
1.5 VS1 16407.0
1.09 IF 16406.0
2.11 SI2 16404.0
1.51 VS1 16402.0
2.16 SI2 16400.0
2.22 SI2 16398.0
2.19 SI1 16397.0
2.02 VS1 16397.0
2.11 VS2 16395.0
2.03 SI1 16392.0
2.07 SI1 16392.0
2.14 VS2 16390.0
2.04 SI2 16389.0
2.02 SI1 16386.0
1.71 VS2 16384.0
2.01 VS2 16383.0
2.0 SI2 16380.0
2.07 VS2 16378.0
1.51 VS1 16370.0
2.28 VS2 16369.0
2.02 SI1 16368.0
1.5 VVS2 16364.0
1.8 SI1 16364.0
2.11 VS2 16363.0
1.62 VS2 16358.0
2.1 SI2 16357.0
2.05 SI2 16357.0
2.54 SI2 16353.0
2.54 SI2 16353.0
1.52 VVS1 16343.0
2.35 SI2 16340.0
1.8 SI1 16340.0
1.6 VVS1 16339.0
2.07 SI2 16337.0
2.11 SI2 16336.0
2.3 SI2 16329.0 
diamondsDF.printSchema // since price is double in the DF that was turned into table we can rely on the descenting sort on doubles

root
 |-- carat: double (nullable = true)
 |-- cut: string (nullable = true)
 |-- color: string (nullable = true)
 |-- clarity: string (nullable = true)
 |-- depth: double (nullable = true)
 |-- table: double (nullable = true)
 |-- price: double (nullable = true)
 |-- x: double (nullable = true)
 |-- y: double (nullable = true)
 |-- z: double (nullable = true)

// sort by multiple fields
display(spark.sql("SELECT carat, clarity, price FROM diamonds ORDER BY carat ASC, price DESC"))
carat clarity price
0.2 VS2 367.0
0.2 VS2 367.0
0.2 VS2 367.0
0.2 VS2 367.0
0.2 VS2 367.0
0.2 VS2 367.0
0.2 VS2 367.0
0.2 VS2 367.0
0.2 VS2 367.0
0.2 VS2 367.0
0.2 VS2 367.0
0.2 SI2 345.0
0.21 SI2 394.0
0.21 VS2 386.0
0.21 VS2 386.0
0.21 VS2 386.0
0.21 VS2 386.0
0.21 VS2 386.0
0.21 VS2 386.0
0.21 VS2 386.0
0.21 SI1 326.0
0.22 SI1 470.0
0.22 VS2 404.0
0.22 VS2 404.0
0.22 SI1 342.0
0.22 VS2 337.0
0.23 VVS2 688.0
0.23 VVS1 682.0
0.23 VVS1 680.0
0.23 VVS1 680.0
0.23 VVS1 680.0
0.23 VVS2 680.0
0.23 VVS2 680.0
0.23 VVS2 680.0
0.23 VVS2 680.0
0.23 VVS2 650.0
0.23 VVS2 640.0
0.23 VVS1 640.0
0.23 VS1 611.0
0.23 VVS2 600.0
0.23 VS1 586.0
0.23 VS1 586.0
0.23 VVS2 583.0
0.23 VVS2 583.0
0.23 VVS1 583.0
0.23 VVS1 583.0
0.23 VVS1 583.0
0.23 VVS1 583.0
0.23 VVS1 583.0
0.23 VVS2 583.0
0.23 VS2 577.0
0.23 VVS2 571.0
0.23 VVS2 550.0
0.23 VVS2 549.0
0.23 VS2 548.0
0.23 VS1 548.0
0.23 VS1 548.0
0.23 VS2 548.0
0.23 VS2 543.0
0.23 VVS2 538.0
0.23 VVS2 537.0
0.23 IF 536.0
0.23 VVS1 536.0
0.23 IF 536.0
0.23 VVS1 536.0
0.23 IF 536.0
0.23 VVS1 536.0
0.23 VVS1 531.0
0.23 VVS1 530.0
0.23 VVS2 530.0
0.23 VVS2 530.0
0.23 VVS2 530.0
0.23 VVS2 530.0
0.23 VVS2 530.0
0.23 VVS2 530.0
0.23 VVS2 530.0
0.23 VVS2 530.0
0.23 VVS2 530.0
0.23 VVS2 530.0
0.23 VVS2 530.0
0.23 VVS2 530.0
0.23 VVS2 530.0
0.23 VVS2 530.0
0.23 VVS2 530.0
0.23 VVS2 530.0
0.23 VVS2 530.0
0.23 VVS2 530.0
0.23 VVS2 530.0
0.23 VVS2 530.0
0.23 VVS2 530.0
0.23 VVS2 530.0
0.23 VVS2 530.0
0.23 VVS2 530.0
0.23 VVS2 530.0
0.23 VVS1 530.0
0.23 VVS1 530.0
0.23 VVS1 530.0
0.23 VVS1 530.0
0.23 VVS1 530.0
0.23 VVS1 530.0
0.23 VVS1 530.0
0.23 VVS1 530.0
0.23 VVS1 530.0
0.23 VVS1 530.0
0.23 VVS1 530.0
0.23 VVS1 530.0
0.23 VVS1 530.0
0.23 IF 530.0
0.23 VVS2 530.0
0.23 VVS2 530.0
0.23 VVS2 530.0
0.23 VVS2 530.0
0.23 VVS2 530.0
0.23 VVS2 530.0
0.23 VVS2 530.0
0.23 VVS2 530.0
0.23 VVS2 530.0
0.23 VVS1 530.0
0.23 VVS2 530.0
0.23 VVS1 530.0
0.23 VVS1 530.0
0.23 VVS1 530.0
0.23 VVS2 530.0
0.23 VVS2 530.0
0.23 VVS2 530.0
0.23 VVS1 525.0
0.23 VVS1 518.0
0.23 VS2 513.0
0.23 VS1 513.0
0.23 VS2 512.0
0.23 VVS2 511.0
0.23 VVS2 505.0
0.23 VVS2 505.0
0.23 VVS2 505.0
0.23 VVS2 505.0
0.23 VVS2 505.0
0.23 VVS2 505.0
0.23 VVS2 505.0
0.23 VVS2 505.0
0.23 VVS2 505.0
0.23 VVS2 505.0
0.23 VVS2 505.0
0.23 VVS2 505.0
0.23 VVS2 505.0
0.23 VVS2 505.0
0.23 VVS2 505.0
0.23 VVS2 505.0
0.23 VVS2 505.0
0.23 VVS2 505.0
0.23 VVS2 505.0
0.23 VVS2 505.0
0.23 VVS2 505.0
0.23 VVS2 505.0
0.23 VVS2 505.0
0.23 VVS2 505.0
0.23 VVS2 505.0
0.23 VVS2 505.0
0.23 VVS2 505.0
0.23 VVS2 505.0
0.23 VVS2 505.0
0.23 VVS2 505.0
0.23 VVS1 505.0
0.23 VVS1 505.0
0.23 VVS2 500.0
0.23 VVS1 499.0
0.23 VVS2 499.0
0.23 VVS2 498.0
0.23 VVS2 498.0
0.23 VS2 498.0
0.23 VVS1 498.0
0.23 VS2 498.0
0.23 VS2 498.0
0.23 VVS2 498.0
0.23 VS1 493.0
0.23 VS2 493.0
0.23 VVS2 492.0
0.23 VVS1 492.0
0.23 VVS1 492.0
0.23 IF 492.0
0.23 VVS2 485.0
0.23 VVS2 485.0
0.23 VVS2 485.0
0.23 VVS2 485.0
0.23 VVS2 485.0
0.23 VVS2 485.0
0.23 VVS2 485.0
0.23 VVS1 485.0
0.23 VVS1 485.0
0.23 VVS1 485.0
0.23 VVS1 485.0
0.23 VVS2 485.0
0.23 VVS2 485.0
0.23 VVS1 485.0
0.23 IF 485.0
0.23 VVS1 484.0
0.23 VVS1 484.0
0.23 VVS1 484.0
0.23 VS1 483.0
0.23 VVS1 478.0
0.23 VVS1 478.0
0.23 VVS1 478.0
0.23 VVS1 478.0
0.23 VVS1 478.0
0.23 VVS1 478.0
0.23 VVS2 478.0
0.23 VVS1 478.0
0.23 VVS1 472.0
0.23 VVS1 472.0
0.23 VVS1 472.0
0.23 VVS1 472.0
0.23 VVS1 472.0
0.23 VVS2 472.0
0.23 VVS1 472.0
0.23 VVS1 472.0
0.23 VVS2 472.0
0.23 VVS1 472.0
0.23 VVS2 472.0
0.23 VVS2 472.0
0.23 VS1 468.0
0.23 VVS2 468.0
0.23 VVS2 465.0
0.23 VVS2 465.0
0.23 VVS2 465.0
0.23 VVS2 465.0
0.23 VVS1 465.0
0.23 VVS1 465.0
0.23 VVS2 465.0
0.23 VVS2 465.0
0.23 VVS2 465.0
0.23 VVS2 465.0
0.23 VVS2 465.0
0.23 VVS2 462.0
0.23 VVS1 462.0
0.23 VVS1 458.0
0.23 VVS1 458.0
0.23 VVS1 458.0
0.23 VVS2 458.0
0.23 VVS2 458.0
0.23 VVS2 452.0
0.23 SI2 449.0
0.23 VS2 447.0
0.23 VVS2 445.0
0.23 VS1 442.0
0.23 VS2 442.0
0.23 VVS1 439.0
0.23 VVS2 438.0
0.23 VS1 434.0
0.23 VVS1 434.0
0.23 VVS2 431.0
0.23 VVS2 431.0
0.23 VVS2 431.0
0.23 VVS2 431.0
0.23 VVS2 431.0
0.23 VVS2 431.0
0.23 VVS2 428.0
0.23 VVS2 425.0
0.23 VVS2 425.0
0.23 VVS1 425.0
0.23 VS1 423.0
0.23 VS2 423.0
0.23 VVS1 415.0
0.23 VVS1 414.0
0.23 VVS1 414.0
0.23 VVS1 414.0
0.23 VS2 411.0
0.23 VS1 404.0
0.23 VS1 402.0
0.23 VS1 402.0
0.23 VS2 402.0
0.23 VS1 402.0
0.23 VS2 402.0
0.23 VS2 402.0
0.23 VS1 402.0
0.23 VS1 402.0
0.23 VS1 402.0
0.23 VS2 402.0
0.23 VS2 402.0
0.23 VS2 402.0
0.23 VS2 402.0
0.23 VS1 402.0
0.23 VS2 402.0
0.23 VS2 402.0
0.23 VS1 402.0
0.23 VS2 402.0
0.23 VS2 402.0
0.23 VS1 400.0
0.23 VS2 400.0
0.23 VVS1 395.0
0.23 VS1 391.0
0.23 VS1 391.0
0.23 VVS2 389.0
0.23 VS1 384.0
0.23 VS1 378.0
0.23 VS1 378.0
0.23 VVS2 378.0
0.23 VS1 376.0
0.23 SI1 375.0
0.23 VS1 373.0
0.23 VS2 373.0
0.23 VS1 373.0
0.23 VS1 373.0
0.23 VVS2 369.0
0.23 VS2 369.0
0.23 IF 369.0
0.23 SI1 364.0
0.23 SI1 364.0
0.23 VS2 362.0
0.23 VS2 357.0
0.23 VS1 357.0
0.23 VS2 357.0
0.23 VS1 357.0
0.23 VS2 357.0
0.23 VVS2 354.0
0.23 VS1 353.0
0.23 VS2 352.0
0.23 VS1 340.0
0.23 VS1 338.0
0.23 VS1 327.0
0.23 SI2 326.0
0.24 VVS1 963.0
0.24 VVS1 752.0
0.24 VVS1 710.0
0.24 VVS1 710.0
0.24 VS1 687.0
0.24 VVS2 678.0
0.24 VVS1 678.0
0.24 VVS1 678.0
0.24 IF 678.0
0.24 VVS2 678.0
0.24 VVS2 678.0
0.24 VVS1 678.0
0.24 VVS1 678.0
0.24 VVS1 678.0
0.24 VVS2 678.0
0.24 IF 678.0
0.24 IF 678.0
0.24 VVS2 678.0
0.24 IF 678.0
0.24 VVS2 678.0
0.24 VVS2 668.0
0.24 VVS2 668.0
0.24 VVS1 668.0
0.24 VVS1 668.0
0.24 VVS2 608.0
0.24 VVS2 608.0
0.24 VVS1 608.0
0.24 VVS1 608.0
0.24 VVS1 608.0
0.24 VVS1 608.0
0.24 VVS2 608.0
0.24 VVS2 608.0
0.24 VVS2 608.0
0.24 VS1 572.0
0.24 VS1 572.0
0.24 SI1 571.0
0.24 VVS1 559.0
0.24 IF 559.0
0.24 VVS1 559.0
0.24 VVS1 559.0
0.24 VVS1 559.0
0.24 IF 559.0
0.24 IF 559.0
0.24 IF 559.0
0.24 IF 559.0
0.24 VVS1 559.0
0.24 VVS1 554.0
0.24 VVS2 554.0
0.24 VVS1 554.0
0.24 VVS1 554.0
0.24 VVS1 553.0
0.24 VVS1 553.0
0.24 VVS2 552.0
0.24 VVS2 552.0
0.24 VVS2 552.0
0.24 VVS2 552.0
0.24 VVS2 552.0
0.24 VVS2 552.0
0.24 VVS1 552.0
0.24 VVS1 552.0
0.24 VVS1 552.0
0.24 VVS2 552.0
0.24 VVS2 552.0
0.24 VVS2 552.0
0.24 VVS2 552.0
0.24 VVS2 552.0
0.24 VVS2 552.0
0.24 VVS2 552.0
0.24 VVS2 552.0
0.24 VVS2 552.0
0.24 VVS2 552.0
0.24 VVS1 552.0
0.24 VVS1 552.0
0.24 VVS1 552.0
0.24 VVS1 552.0
0.24 VVS1 552.0
0.24 VVS1 552.0
0.24 VVS1 552.0
0.24 IF 552.0
0.24 IF 552.0
0.24 VVS2 552.0
0.24 VVS2 552.0
0.24 VVS2 552.0
0.24 VVS1 552.0
0.24 VVS2 552.0
0.24 VVS2 552.0
0.24 VVS2 552.0
0.24 VVS2 547.0
0.24 VVS2 540.0
0.24 VVS2 540.0
0.24 VVS2 538.0
0.24 VVS2 538.0
0.24 VS2 536.0
0.24 VS2 536.0
0.24 VS1 536.0
0.24 VVS2 533.0
0.24 VVS1 526.0
0.24 VVS2 526.0
0.24 VVS2 526.0
0.24 VVS1 526.0
0.24 VVS2 526.0
0.24 VVS2 526.0
0.24 VVS2 526.0
0.24 VVS2 523.0
0.24 VVS2 521.0
0.24 VVS2 521.0
0.24 VVS1 521.0
0.24 VVS1 521.0
0.24 IF 504.0
0.24 VVS2 504.0
0.24 VVS1 504.0
0.24 IF 504.0
0.24 IF 504.0
0.24 VVS1 504.0
0.24 VVS1 504.0
0.24 VVS2 499.0
0.24 VVS1 499.0
0.24 VVS2 498.0
0.24 VVS1 492.0
0.24 VVS2 492.0
0.24 VVS1 492.0
0.24 VVS2 492.0
0.24 VVS2 492.0
0.24 VVS1 492.0
0.24 VVS1 492.0
0.24 IF 492.0
0.24 VVS2 492.0
0.24 VS1 490.0
0.24 SI1 486.0
0.24 VVS2 485.0
0.24 VVS2 485.0
0.24 VVS2 485.0
0.24 VVS2 485.0
0.24 VVS1 485.0
0.24 VVS2 485.0
0.24 VVS1 485.0
0.24 VVS1 485.0
0.24 VVS2 485.0
0.24 VVS2 485.0
0.24 VVS2 485.0
0.24 VVS2 485.0
0.24 VVS2 485.0
0.24 VVS2 485.0
0.24 VVS2 485.0
0.24 VVS1 485.0
0.24 VVS1 485.0
0.24 VVS1 485.0
0.24 VVS1 485.0
0.24 VVS1 485.0
0.24 VVS1 485.0
0.24 VVS2 485.0
0.24 VVS1 485.0
0.24 VS2 485.0
0.24 VVS1 485.0
0.24 VVS2 485.0
0.24 VVS1 485.0
0.24 VVS2 478.0
0.24 VVS2 478.0
0.24 VVS1 478.0
0.24 VVS2 478.0
0.24 VVS2 478.0
0.24 VVS2 478.0
0.24 VVS1 478.0
0.24 VVS1 478.0
0.24 VVS1 478.0
0.24 VVS1 478.0
0.24 VVS1 478.0
0.24 VVS2 478.0
0.24 VVS2 478.0
0.24 VVS2 478.0
0.24 SI1 475.0
0.24 VVS2 471.0
0.24 VVS2 471.0
0.24 VS2 461.0
0.24 VS1 461.0
0.24 VS2 461.0
0.24 VS1 461.0
0.24 VVS2 449.0
0.24 VVS1 449.0
0.24 VVS2 449.0
0.24 IF 449.0
0.24 VVS1 449.0
0.24 VVS2 449.0
0.24 VVS2 449.0
0.24 VVS2 449.0
0.24 VVS1 449.0
0.24 VVS2 449.0
0.24 VVS2 449.0
0.24 VS1 442.0
0.24 VVS2 442.0
0.24 VS1 436.0
0.24 VVS2 432.0
0.24 VVS1 432.0
0.24 VVS1 432.0
0.24 VVS1 432.0
0.24 VVS2 432.0
0.24 VS1 432.0
0.24 VVS1 432.0
0.24 VS1 430.0
0.24 VS2 419.0
0.24 VS2 419.0
0.24 VS2 419.0
0.24 VS2 419.0
0.24 VS2 419.0
0.24 VS1 419.0
0.24 VS2 419.0
0.24 VS2 419.0
0.24 VS1 419.0
0.24 VS1 419.0
0.24 VS1 419.0
0.24 VS2 419.0
0.24 VS2 419.0
0.24 VS2 419.0
0.24 VS1 419.0
0.24 VS1 419.0
0.24 VS1 419.0
0.24 VS2 419.0
0.24 VS2 419.0
0.24 VS2 419.0
0.24 VS2 419.0
0.24 VS1 419.0
0.24 VS1 419.0
0.24 VS1 419.0
0.24 VS2 419.0
0.24 VS2 417.0
0.24 VS2 417.0
0.24 VS1 417.0
0.24 VS1 412.0
0.24 VS2 408.0
0.24 SI1 404.0
0.24 VS1 399.0
0.24 VS1 397.0
0.24 VS1 393.0
0.24 VS1 393.0
0.24 VS2 391.0
0.24 VS1 391.0
0.24 VS1 391.0
0.24 VS1 383.0
0.24 VS1 378.0
0.24 VS2 378.0
0.24 VS1 373.0
0.24 VS1 373.0
0.24 VS2 373.0
0.24 VS1 373.0
0.24 SI1 370.0
0.24 VS1 367.0
0.24 VS2 367.0
0.24 SI1 364.0
0.24 VS2 362.0
0.24 VS2 362.0
0.24 VS1 357.0
0.24 VS1 355.0
0.24 VVS1 336.0
0.24 VVS2 336.0
0.25 SI2 1186.0
0.25 SI2 1186.0
0.25 SI2 1013.0
0.25 VVS1 817.0
0.25 VVS1 783.0
0.25 VVS2 740.0
0.25 VVS2 740.0
0.25 VVS2 740.0
0.25 VVS1 740.0
0.25 VVS2 740.0
0.25 VVS2 740.0
0.25 VVS2 740.0
0.25 VVS2 740.0
0.25 VVS1 740.0
0.25 VVS1 740.0
0.25 VVS2 740.0
0.25 VVS1 740.0
0.25 VVS1 740.0
0.25 IF 740.0
0.25 IF 739.0
0.25 VVS2 705.0
0.25 VVS1 705.0
0.25 VVS2 705.0
0.25 VVS1 705.0
0.25 VVS2 696.0
0.25 VVS2 633.0
0.25 VVS2 633.0
0.25 VVS1 633.0
0.25 VVS1 633.0
0.25 VVS1 633.0
0.25 IF 633.0
0.25 VVS1 633.0
0.25 VVS2 633.0
0.25 VVS1 633.0
0.25 VVS2 633.0
0.25 VVS1 633.0
0.25 VVS2 633.0
0.25 VVS2 633.0
0.25 IF 633.0
0.25 VVS2 633.0
0.25 IF 624.0
0.25 VS1 595.0
0.25 VS1 595.0
0.25 VS1 595.0
0.25 VVS2 583.0
0.25 VVS1 582.0
0.25 IF 582.0
0.25 VVS1 582.0
0.25 VVS1 582.0
0.25 VVS1 577.0
0.25 VVS1 577.0
0.25 VVS1 577.0
0.25 VVS1 577.0
0.25 VVS1 576.0
0.25 VVS1 576.0
0.25 VVS2 576.0
0.25 VVS2 576.0
0.25 VVS2 576.0
0.25 VVS2 576.0
0.25 VVS1 576.0
0.25 VVS2 576.0
0.25 IF 576.0
0.25 VVS2 576.0
0.25 VVS2 576.0
0.25 VVS1 576.0
0.25 VVS2 576.0
0.25 VVS1 576.0
0.25 VVS2 575.0
0.25 VVS2 575.0
0.25 VVS2 575.0
0.25 VVS2 575.0
0.25 VVS2 575.0
0.25 VVS2 575.0
0.25 VVS2 575.0
0.25 VVS1 575.0
0.25 VVS2 575.0
0.25 VVS2 575.0
0.25 VVS2 575.0
0.25 VVS2 575.0
0.25 VVS2 575.0
0.25 VVS1 575.0
0.25 VVS1 575.0
0.25 VVS1 575.0
0.25 VVS2 575.0
0.25 VVS2 575.0
0.25 VVS2 575.0
0.25 VVS2 575.0
0.25 VVS2 575.0
0.25 VVS1 575.0
0.25 VVS1 575.0
0.25 VVS2 575.0
0.25 VS1 563.0
0.25 VVS1 560.0
0.25 IF 560.0
0.25 VVS2 560.0
0.25 VS1 558.0
0.25 VS1 558.0
0.25 VS1 558.0
0.25 VS1 558.0
0.25 VVS2 548.0
0.25 VVS2 548.0
0.25 VVS2 548.0
0.25 VVS2 548.0
0.25 VVS2 548.0
0.25 VVS2 548.0
0.25 IF 548.0
0.25 VVS2 548.0
0.25 VVS2 548.0
0.25 VVS1 548.0
0.25 VVS1 548.0
0.25 VVS2 548.0
0.25 VVS2 548.0
0.25 VVS2 548.0
0.25 VVS2 548.0
0.25 VVS1 548.0
0.25 VVS2 548.0
0.25 VS2 535.0
0.25 VS2 535.0
0.25 VS2 535.0
0.25 VS2 535.0
0.25 VS2 535.0
0.25 VS2 535.0
0.25 VVS2 533.0
0.25 VVS1 533.0
0.25 VVS2 526.0
0.25 VVS1 526.0
0.25 IF 526.0
0.25 VVS1 525.0
0.25 VVS2 525.0
0.25 VVS1 525.0
0.25 VVS2 525.0
0.25 VVS1 525.0
0.25 VVS1 525.0
0.25 VVS2 525.0
0.25 VVS2 525.0
0.25 IF 525.0
0.25 VVS1 525.0
0.25 VVS1 525.0
0.25 VVS1 525.0
0.25 VVS2 525.0
0.25 VS2 525.0
0.25 VVS1 525.0
0.25 IF 512.0
0.25 VVS2 512.0
0.25 VVS2 512.0
0.25 VVS2 505.0
0.25 VVS2 500.0
0.25 VVS1 498.0
0.25 VVS1 490.0
0.25 VS2 480.0
0.25 VS1 480.0
0.25 VVS2 476.0
0.25 VVS2 476.0
0.25 VS2 472.0
0.25 VVS2 467.0
0.25 VVS1 467.0
0.25 VVS2 462.0
0.25 VS1 460.0
0.25 VS2 460.0
0.25 VS2 459.0
0.25 VS2 459.0
0.25 VVS1 457.0
0.25 VVS2 455.0
0.25 VS1 454.0
0.25 VS1 454.0
0.25 SI1 452.0
0.25 VVS1 451.0
0.25 VS2 450.0
0.25 VVS1 450.0
0.25 VVS1 450.0
0.25 VVS1 450.0
0.25 VS1 445.0
0.25 VS1 445.0
0.25 VS1 438.0
0.25 VS1 438.0
0.25 VS1 438.0
0.25 VS1 438.0
0.25 VS1 436.0
0.25 VS2 436.0
0.25 VS1 436.0
0.25 VS1 436.0
0.25 VS1 436.0
0.25 VS1 436.0
0.25 VS1 436.0
0.25 VS2 436.0
0.25 VS1 435.0
0.25 VS1 435.0
0.25 VS1 435.0
0.25 VS1 435.0
0.25 VS1 431.0
0.25 SI1 430.0
0.25 SI1 430.0
0.25 VS1 426.0
0.25 VVS1 421.0
0.25 VS1 410.0
0.25 VS2 409.0
0.25 VS2 407.0
0.25 VS2 407.0
0.25 SI1 407.0
0.25 VS2 404.0
0.25 VVS1 401.0
0.25 VS2 399.0
0.25 VS1 399.0
0.25 SI1 395.0
0.25 VS1 388.0
0.25 VS1 388.0
0.25 VS1 388.0
0.25 VS2 367.0
0.25 SI1 363.0
0.25 VS1 361.0
0.25 VS1 361.0
0.25 SI1 357.0
0.26 VVS1 814.0
0.26 VVS1 814.0
0.26 VVS1 814.0
0.26 VVS2 777.0
0.26 VVS1 769.0
0.26 VVS1 769.0
0.26 VVS1 769.0
0.26 VVS2 769.0
0.26 VVS1 769.0
0.26 VVS1 769.0
0.26 VVS1 769.0
0.26 VVS2 769.0
0.26 VVS2 769.0
0.26 VVS2 769.0
0.26 VVS1 769.0
0.26 VVS2 769.0
0.26 VVS1 769.0
0.26 VVS2 769.0
0.26 VVS2 769.0
0.26 VVS2 769.0
0.26 VVS2 769.0
0.26 IF 768.0
0.26 VVS2 733.0
0.26 VVS1 733.0
0.26 IF 733.0
0.26 VVS2 724.0
0.26 VVS1 724.0
0.26 VVS2 724.0
0.26 VVS2 724.0
0.26 VVS2 724.0
0.26 VVS2 724.0
0.26 VVS1 679.0
0.26 VVS1 679.0
0.26 SI1 658.0
0.26 VVS2 657.0
0.26 VVS2 657.0
0.26 VVS1 657.0
0.26 IF 657.0
0.26 VVS1 657.0
0.26 VVS1 657.0
0.26 VVS1 657.0
0.26 VVS1 657.0
0.26 IF 648.0
0.26 IF 648.0
0.26 VVS1 635.0
0.26 VVS1 635.0
0.26 VVS1 635.0
0.26 VS1 618.0
0.26 VS1 618.0
0.26 VVS2 614.0
0.26 IF 605.0
0.26 IF 605.0
0.26 VVS1 605.0
0.26 VVS1 605.0
0.26 VS2 601.0
0.26 IF 600.0
0.26 VVS1 600.0
0.26 VVS1 600.0
0.26 VVS2 600.0
0.26 VVS1 600.0
0.26 VVS2 600.0
0.26 VVS1 599.0
0.26 VVS1 599.0
0.26 VVS1 599.0
0.26 VVS1 599.0
0.26 VVS1 599.0
0.26 VVS1 599.0
0.26 VVS2 599.0
0.26 VVS2 599.0
0.26 VVS2 599.0
0.26 VVS1 599.0
0.26 VVS1 599.0
0.26 VVS2 599.0
0.26 VVS2 599.0
0.26 VVS2 599.0
0.26 VVS2 599.0
0.26 VVS2 599.0
0.26 VVS2 599.0
0.26 VVS2 599.0
0.26 VVS2 597.0
0.26 VVS2 597.0
0.26 VVS2 597.0
0.26 VVS2 597.0
0.26 VVS2 597.0
0.26 VVS1 597.0
0.26 VVS1 597.0
0.26 VVS2 597.0
0.26 VVS1 597.0
0.26 VVS1 597.0
0.26 VVS2 597.0
0.26 IF 597.0
0.26 VVS2 597.0
0.26 VVS2 597.0
0.26 VVS1 597.0
0.26 VVS2 597.0
0.26 VVS2 597.0
0.26 VVS1 591.0
0.26 SI1 590.0
0.26 VVS2 584.0
0.26 VS1 580.0
0.26 VS1 580.0
0.26 VS1 580.0
0.26 VS1 580.0
0.26 VS2 580.0
0.26 VS2 580.0
0.26 VS1 580.0
0.26 VS1 580.0
0.26 VS1 580.0
0.26 VS1 578.0
0.26 VVS2 569.0
0.26 VVS2 565.0
0.26 VVS2 565.0
0.26 VVS2 564.0
0.26 VVS2 564.0
0.26 VVS2 564.0
0.26 VVS2 564.0
0.26 VVS1 564.0
0.26 VVS2 564.0
0.26 VVS1 562.0
0.26 VS1 556.0
0.26 VS1 556.0
0.26 VS1 556.0
0.26 VVS2 554.0
0.26 VVS2 554.0
0.26 VVS1 554.0
0.26 VVS2 554.0
0.26 VVS1 554.0
0.26 VVS1 554.0
0.26 VVS2 554.0
0.26 VVS1 554.0
0.26 VVS2 554.0
0.26 VVS2 547.0
0.26 IF 547.0
0.26 VVS1 547.0
0.26 VVS1 547.0
0.26 VS1 546.0
0.26 VVS2 545.0
0.26 VVS2 545.0
0.26 VVS1 545.0
0.26 IF 545.0
0.26 VVS1 545.0
0.26 IF 545.0
0.26 VVS2 545.0
0.26 VVS1 545.0
0.26 VVS1 545.0
0.26 VVS1 545.0
0.26 VVS1 539.0
0.26 VVS1 532.0
0.26 VVS1 532.0
0.26 VVS1 524.0
0.26 VVS2 517.0
0.26 VVS2 514.0
0.26 VS1 508.0
0.26 VVS2 508.0
0.26 VVS2 506.0
0.26 VS2 499.0
0.26 VS1 499.0
0.26 VS1 499.0
0.26 VS1 499.0
0.26 VS1 491.0
0.26 VS1 491.0
0.26 VVS2 486.0
0.26 VVS2 486.0
0.26 VVS2 486.0
0.26 VVS2 486.0
0.26 VVS2 486.0
0.26 VVS2 486.0
0.26 VS1 482.0
0.26 VS1 482.0
0.26 VS1 482.0
0.26 VS1 482.0
0.26 VS1 482.0
0.26 VVS2 478.0
0.26 VS1 478.0
0.26 SI1 474.0
0.26 VVS2 468.0
0.26 VVS2 468.0
0.26 VVS1 468.0
0.26 VVS1 468.0
0.26 VVS1 468.0
0.26 IF 468.0
0.26 VS1 462.0
0.26 VS2 456.0
0.26 VS1 456.0
0.26 VS1 456.0
0.26 VS2 456.0
0.26 VS1 453.0
0.26 VS1 453.0
0.26 VS1 453.0
0.26 VS2 453.0
0.26 VS2 453.0
0.26 VS1 453.0
0.26 VS1 453.0
0.26 VS2 453.0
0.26 VS2 453.0
0.26 VS2 453.0
0.26 VS2 453.0
0.26 VS1 453.0
0.26 VS2 453.0
0.26 VS1 452.0
0.26 VS1 452.0
0.26 VS1 452.0
0.26 VS2 452.0
0.26 VS1 452.0
0.26 VS1 452.0
0.26 VS1 452.0
0.26 VS2 452.0
0.26 VS1 452.0
0.26 VS1 448.0
0.26 VS1 448.0
0.26 VS1 448.0
0.26 VS1 448.0
0.26 SI1 447.0
0.26 SI1 445.0
0.26 VVS2 440.0 
// use this to type cast strings into Int when the table is loaded with string-valued columns
//display(spark.sql("select cast(carat as Int) as carat, clarity, cast(price as Int) as price from diamond order by carat asc, price desc"))

// sort by multiple fields and limit to first 5
// I prefer lowercase for SQL - and you can use either in this course - but in the field do what your Boss or your colleagues prefer :)
display(spark.sql("select carat, clarity, price from diamonds order by carat desc, price desc limit 5"))
carat clarity price
5.01 I1 18018.0
4.5 I1 18531.0
4.13 I1 17329.0
4.01 I1 15223.0
4.01 I1 15223.0 
//aggregate functions
display(spark.sql("select avg(price) as avgprice from diamonds"))
avgprice
3932.799721913237 
//average operator is doing an auto-type conversion from int to double
display(spark.sql("select avg(cast(price as Integer)) as avgprice from diamonds"))
avgprice
3932.799721913237 
//aggregate function and grouping
display(spark.sql("select color, avg(price) as avgprice from diamonds group by color"))
color avgprice
F 3724.886396981765
E 3076.7524752475247
D 3169.9540959409596
J 5323.81801994302
G 3999.135671271697
I 5091.874953891553
H 4486.669195568401

Why do we need to know these interactive SQL queries?

Such queries can help us explore the data and thereby inform the modeling process!!!

Of course, if you don't know SQL then don't worry, we will be doing these things in scala using DataFrames.

Finally, those who are planning to take the Spark Developer Exams online, then you can't escape from SQL questions there...

We will continue later with ML pipelines to do prediction with a fitted model from this dataset