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about.qmd\n"] diff --git a/.Rproj.user/B9F18139/pcs/files-pane.pper b/.Rproj.user/B9F18139/pcs/files-pane.pper index bfb29a3..e19d80d 100644 --- a/.Rproj.user/B9F18139/pcs/files-pane.pper +++ b/.Rproj.user/B9F18139/pcs/files-pane.pper @@ -5,5 +5,5 @@ "ascending": true } ], - "path": "C:/Users/NUSAI/Desktop/Machine learning/ML5805Blog" + "path": "C:/Users/NUSAI/Desktop/Machine learning/ML5805Blog/posts/Naive-Bayes" } \ No newline at end of file diff --git a/.Rproj.user/B9F18139/pcs/source-pane.pper b/.Rproj.user/B9F18139/pcs/source-pane.pper index ddca97d..28a3c2e 100644 --- a/.Rproj.user/B9F18139/pcs/source-pane.pper +++ b/.Rproj.user/B9F18139/pcs/source-pane.pper @@ -1,3 +1,3 @@ { - "activeTab": 2 + "activeTab": 3 } \ No newline at end of file diff --git a/.Rproj.user/B9F18139/pcs/windowlayoutstate.pper b/.Rproj.user/B9F18139/pcs/windowlayoutstate.pper index 49bf914..3122585 100644 --- a/.Rproj.user/B9F18139/pcs/windowlayoutstate.pper +++ b/.Rproj.user/B9F18139/pcs/windowlayoutstate.pper @@ -1,12 +1,12 @@ { "left": { - 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-__docformat__ = "restructuredtext" - -# Let users know if they're missing any of our hard dependencies -_hard_dependencies = ("numpy", "pytz", "dateutil") -_missing_dependencies = [] - -for _dependency in _hard_dependencies: - try: - __import__(_dependency) - except ImportError as _e: - _missing_dependencies.append(f"{_dependency}: {_e}") - -if _missing_dependencies: - raise ImportError( - "Unable to import required dependencies:\n" + "\n".join(_missing_dependencies) - ) -del _hard_dependencies, _dependency, _missing_dependencies - -# numpy compat -from pandas.compat import is_numpy_dev as _is_numpy_dev # pyright: ignore # noqa:F401 - -try: - from pandas._libs import hashtable as _hashtable, lib as _lib, tslib as _tslib -except ImportError as _err: # pragma: no cover - _module = _err.name - raise ImportError( - f"C extension: {_module} not built. If you want to import " - "pandas from the source directory, you may need to run " - "'python setup.py build_ext --force' to build the C extensions first." - ) from _err -else: - del _tslib, _lib, _hashtable - -from pandas._config import ( - get_option, - set_option, - reset_option, - describe_option, - option_context, - options, -) - -# let init-time option registration happen -import pandas.core.config_init # pyright: ignore # noqa:F401 - -from pandas.core.api import ( - # dtype - ArrowDtype, - Int8Dtype, - Int16Dtype, - Int32Dtype, - Int64Dtype, - UInt8Dtype, - UInt16Dtype, - UInt32Dtype, - UInt64Dtype, - Float32Dtype, - Float64Dtype, - CategoricalDtype, - PeriodDtype, - IntervalDtype, - DatetimeTZDtype, - StringDtype, - BooleanDtype, - # missing - NA, - isna, - isnull, - notna, - notnull, - # indexes - Index, - CategoricalIndex, - RangeIndex, - MultiIndex, - IntervalIndex, - TimedeltaIndex, - DatetimeIndex, - PeriodIndex, - IndexSlice, - # tseries - NaT, - Period, - period_range, - Timedelta, - timedelta_range, - Timestamp, - date_range, - bdate_range, - Interval, - interval_range, - DateOffset, - # conversion - to_numeric, - to_datetime, - to_timedelta, - # misc - Flags, - Grouper, - factorize, - unique, - value_counts, - NamedAgg, - array, - Categorical, - set_eng_float_format, - Series, - DataFrame, -) - -from pandas.core.arrays.sparse import SparseDtype - -from pandas.tseries.api import infer_freq -from pandas.tseries import offsets - -from pandas.core.computation.api import eval - -from pandas.core.reshape.api import ( - concat, - lreshape, - melt, - wide_to_long, - merge, - merge_asof, - merge_ordered, - crosstab, - pivot, - pivot_table, - get_dummies, - from_dummies, - cut, - qcut, -) - -from pandas import api, arrays, errors, io, plotting, tseries -from pandas import testing # noqa:PDF015 -from pandas.util._print_versions import show_versions - -from pandas.io.api import ( - # excel - ExcelFile, - ExcelWriter, - read_excel, - # parsers - read_csv, - read_fwf, - read_table, - # pickle - read_pickle, - to_pickle, - # pytables - HDFStore, - read_hdf, - # sql - read_sql, - read_sql_query, - read_sql_table, - # misc - read_clipboard, - read_parquet, - read_orc, - read_feather, - read_gbq, - read_html, - read_xml, - read_json, - read_stata, - read_sas, - read_spss, -) - -from pandas.io.json import _json_normalize as json_normalize - -from pandas.util._tester import test - -# use the closest tagged version if possible -from pandas._version import get_versions - -v = get_versions() -__version__ = v.get("closest-tag", v["version"]) -__git_version__ = v.get("full-revisionid") -del get_versions, v - -# GH 27101 -__deprecated_num_index_names = ["Float64Index", "Int64Index", "UInt64Index"] - - -def __dir__() -> list[str]: - # GH43028 - # Int64Index etc. are deprecated, but we still want them to be available in the dir. - # Remove in Pandas 2.0, when we remove Int64Index etc. from the code base. - return list(globals().keys()) + __deprecated_num_index_names - - -def __getattr__(name): - import warnings - - if name in __deprecated_num_index_names: - warnings.warn( - f"pandas.{name} is deprecated " - "and will be removed from pandas in a future version. " - "Use pandas.Index with the appropriate dtype instead.", - FutureWarning, - stacklevel=2, - ) - from pandas.core.api import Float64Index, Int64Index, UInt64Index - - return { - "Float64Index": Float64Index, - "Int64Index": Int64Index, - "UInt64Index": UInt64Index, - }[name] - elif name == "datetime": - warnings.warn( - "The pandas.datetime class is deprecated " - "and will be removed from pandas in a future version. " - "Import from datetime module instead.", - FutureWarning, - stacklevel=2, - ) - - from datetime import datetime as dt - - return dt - - elif name == "np": - - warnings.warn( - "The pandas.np module is deprecated " - "and will be removed from pandas in a future version. " - "Import numpy directly instead.", - FutureWarning, - stacklevel=2, - ) - import numpy as np - - return np - - elif name in {"SparseSeries", "SparseDataFrame"}: - warnings.warn( - f"The {name} class is removed from pandas. Accessing it from " - "the top-level namespace will also be removed in the next version.", - FutureWarning, - stacklevel=2, - ) - - return type(name, (), {}) - - elif name == "SparseArray": - - warnings.warn( - "The pandas.SparseArray class is deprecated " - "and will be removed from pandas in a future version. " - "Use pandas.arrays.SparseArray instead.", - FutureWarning, - stacklevel=2, - ) - from pandas.core.arrays.sparse import SparseArray as _SparseArray - - return _SparseArray - - raise AttributeError(f"module 'pandas' has no attribute '{name}'") - - -# module level doc-string -__doc__ = """ -pandas - a powerful data analysis and manipulation library for Python -===================================================================== - -**pandas** is a Python package providing fast, flexible, and expressive data -structures designed to make working with "relational" or "labeled" data both -easy and intuitive. It aims to be the fundamental high-level building block for -doing practical, **real world** data analysis in Python. Additionally, it has -the broader goal of becoming **the most powerful and flexible open source data -analysis / manipulation tool available in any language**. It is already well on -its way toward this goal. - -Main Features -------------- -Here are just a few of the things that pandas does well: - - - Easy handling of missing data in floating point as well as non-floating - point data. - - Size mutability: columns can be inserted and deleted from DataFrame and - higher dimensional objects - - Automatic and explicit data alignment: objects can be explicitly aligned - to a set of labels, or the user can simply ignore the labels and let - `Series`, `DataFrame`, etc. automatically align the data for you in - computations. - - Powerful, flexible group by functionality to perform split-apply-combine - operations on data sets, for both aggregating and transforming data. - - Make it easy to convert ragged, differently-indexed data in other Python - and NumPy data structures into DataFrame objects. - - Intelligent label-based slicing, fancy indexing, and subsetting of large - data sets. - - Intuitive merging and joining data sets. - - Flexible reshaping and pivoting of data sets. - - Hierarchical labeling of axes (possible to have multiple labels per tick). - - Robust IO tools for loading data from flat files (CSV and delimited), - Excel files, databases, and saving/loading data from the ultrafast HDF5 - format. - - Time series-specific functionality: date range generation and frequency - conversion, moving window statistics, date shifting and lagging. -""" - -# Use __all__ to let type checkers know what is part of the public API. -# Pandas is not (yet) a py.typed library: the public API is determined -# based on the documentation. -__all__ = [ - "ArrowDtype", - "BooleanDtype", - "Categorical", - "CategoricalDtype", - "CategoricalIndex", - "DataFrame", - "DateOffset", - "DatetimeIndex", - "DatetimeTZDtype", - "ExcelFile", - "ExcelWriter", - "Flags", - "Float32Dtype", - "Float64Dtype", - "Grouper", - "HDFStore", - "Index", - "IndexSlice", - "Int16Dtype", - "Int32Dtype", - "Int64Dtype", - "Int8Dtype", - "Interval", - "IntervalDtype", - "IntervalIndex", - "MultiIndex", - "NA", - "NaT", - "NamedAgg", - "Period", - "PeriodDtype", - "PeriodIndex", - "RangeIndex", - "Series", - "SparseDtype", - "StringDtype", - "Timedelta", - "TimedeltaIndex", - "Timestamp", - "UInt16Dtype", - "UInt32Dtype", - "UInt64Dtype", - "UInt8Dtype", - "api", - "array", - "arrays", - "bdate_range", - "concat", - "crosstab", - "cut", - "date_range", - "describe_option", - "errors", - "eval", - "factorize", - "get_dummies", - "from_dummies", - "get_option", - "infer_freq", - "interval_range", - "io", - "isna", - "isnull", - "json_normalize", - "lreshape", - "melt", - "merge", - "merge_asof", - "merge_ordered", - "notna", - "notnull", - "offsets", - "option_context", - "options", - "period_range", - "pivot", - "pivot_table", - "plotting", - "qcut", - "read_clipboard", - "read_csv", - "read_excel", - "read_feather", - "read_fwf", - "read_gbq", - "read_hdf", - "read_html", - "read_json", - "read_orc", - "read_parquet", - "read_pickle", - "read_sas", - "read_spss", - "read_sql", - "read_sql_query", - "read_sql_table", - "read_stata", - "read_table", - "read_xml", - "reset_option", - "set_eng_float_format", - "set_option", - "show_versions", - "test", - "testing", - "timedelta_range", - "to_datetime", - "to_numeric", - "to_pickle", - "to_timedelta", - "tseries", - "unique", - "value_counts", - "wide_to_long", -] diff --git a/.Rproj.user/B9F18139/sources/session-59c81ec4/12674C9C-contents b/.Rproj.user/B9F18139/sources/session-59c81ec4/12674C9C-contents deleted file mode 100644 index 74206ce..0000000 --- a/.Rproj.user/B9F18139/sources/session-59c81ec4/12674C9C-contents +++ /dev/null @@ -1,22 +0,0 @@ -project: - type: website - output-dir: docs - -website: - title: "ML5805Blog" - site-url: https://hebanu.github.io/ML5805Blog/ - discription: "Project for ML class"" - navbar: - right: - - about.qmd - - icon: github - href: https://github.com/ - - icon: twitter - href: https://twitter.com -format: - html: - theme: cosmo - css: styles.css - -editor: visual - diff --git a/.Rproj.user/B9F18139/sources/session-59c81ec4/1AF17D34 b/.Rproj.user/B9F18139/sources/session-59c81ec4/1AF17D34 deleted file mode 100644 index b01656c..0000000 --- a/.Rproj.user/B9F18139/sources/session-59c81ec4/1AF17D34 +++ /dev/null @@ -1,31 +0,0 @@ -{ - "id": "1AF17D34", - "path": "C:/Users/NUSAI/Desktop/Machine learning/ML5805Blog/posts/Naive-Bayes/index.qmd", - "project_path": "posts/Naive-Bayes/index.qmd", - "type": "quarto_markdown", - "hash": "0", - "contents": "", - "dirty": false, - "created": 1699136055200.0, - "source_on_save": false, - "relative_order": 4, - "properties": { - "rmdVisualMode": "false", - "rmdVisualWrapConfigured": "true", - "source_window_id": "", - "Source": "Source", - "docOutlineVisible": "1", - "rmdVisualCollapsedChunks": "", - "rmdVisualModeLocation": "507:128", - "cursorPosition": "30,19", - "scrollLine": "22" - }, - "folds": "", - "lastKnownWriteTime": 1699242796, - "encoding": "UTF-8", - "collab_server": "", - "source_window": "", - "last_content_update": 1699242796235, - "read_only": false, - "read_only_alternatives": [] -} \ No newline at end of file diff --git a/.Rproj.user/B9F18139/sources/session-59c81ec4/1AF17D34-contents b/.Rproj.user/B9F18139/sources/session-59c81ec4/1AF17D34-contents deleted file mode 100644 index b87c8b0..0000000 --- a/.Rproj.user/B9F18139/sources/session-59c81ec4/1AF17D34-contents +++ /dev/null @@ -1,48 +0,0 @@ ---- -title: "Probability theory and random variables_Naive Bayes" -author: "Heba Nusair" -date: "2023-11-04" -categories: [news, code, analysis, plot] -image: "Naive-Bayes-Algorithm.jpg" ---- - -check the working directory: - -```{python} -import os -print(os.getcwd()) -``` - -import pandas as pd - -```{python} -import pandas as pd -from sklearn.model_selection import train_test_split -from sklearn.preprocessing import LabelEncoder -``` - -Load your survey data (replace 'your_data.csv' with your actual data file)data = pd.read_excel('') - -```{python} -# Load your survey data (replace 'your_data.csv' with your actual data file)data = pd.read_excel('') -data = pd.read_excel('Cleaning data-ready.xlsx') -``` - -necessary libraries - -```{python} - -# Handling missing data (example: using mean imputation) -data.fillna(data.mean(), inplace=True) - -# Encoding categorical variables (example: one-hot encoding) -data = pd.get_dummies(data, columns=['Working_Method']) - -# Split the data into training and testing sets -X = data.drop('Target_Variable', axis=1) # X contains your input features -y = data['Target_Variable'] # y is the variable you want to predict -X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42) - -# Now, X_train and y_train are your training data, and X_test and y_test are your testing data. - -``` diff --git a/.Rproj.user/B9F18139/sources/session-59c81ec4/2FD96DEB-contents b/.Rproj.user/B9F18139/sources/session-59c81ec4/2FD96DEB-contents deleted file mode 100644 index 2695e78..0000000 --- a/.Rproj.user/B9F18139/sources/session-59c81ec4/2FD96DEB-contents +++ /dev/null @@ -1,26 +0,0 @@ ---- -title: "Work-from-Home and cityscape!" -image: Capture.jpg -about: - template: jolla - links: - - icon: twitter - text: Twitter - href: https://twitter.com - - icon: linkedin - text: LinkedIn - href: https://linkedin.com - - icon: github - text: Github - href: https://github.com ---- - -Hi,\ -This is Heba Nusair, a Ph.D. Candidate in Landscape Architecture at Virginia Tech. My doctoral research focuses on predicting the impact of the Work-from-Home paradigm on urban sprawl using Agent-Based Models and Artificial Intelligence. - -But that's not all -- I'm here to share my findings with you through a series of engaging blog posts. In some of these, I've even used synthesized data sets to shed light on different facets of the outcomes. So, whether you're passionate about urban planning or just curious about the future of work, I invite you to join me in exploring these fascinating insights. - -*Let's dive into the world of urban development and the changing nature of work. **\ -I hope you enjoy reading!\ -\ -**Image provided by [Shutterstock](http://www.shutterstock.com/pic-85364386/stock-vector-businessman-with-laptop-on-city-background.html?src=d751c35cc880f5ec0320785eae7c3d6d-4-8)* diff --git a/.Rproj.user/B9F18139/sources/session-59c81ec4/30D21A06 b/.Rproj.user/B9F18139/sources/session-59c81ec4/30D21A06 deleted file mode 100644 index acdbb1b..0000000 --- a/.Rproj.user/B9F18139/sources/session-59c81ec4/30D21A06 +++ /dev/null @@ -1,34 +0,0 @@ -{ - "id": "30D21A06", - "path": null, - "project_path": null, - "type": "r_dataframe", - "hash": "0", - "contents": "", - "dirty": false, - "created": 1699242602788.0, - "source_on_save": false, - "relative_order": 4, - "properties": { - "expression": "data", - "caption": "data", - "totalObservations": 914, - "displayedObservations": 914, - "variables": 61, - "cacheKey": "B226D843", - "object": "data", - "environment": "_rs_no_env", - "contentUrl": "grid_resource/gridviewer.html?env=_rs_no_env&obj=data&cache_key=B226D843&max_display_columns=50", - "preview": 0, - "source_window_id": "", - "Source": "Source" - }, - "folds": "", - "lastKnownWriteTime": 8073392203138101871, - "encoding": "", - "collab_server": "", - "source_window": "", - "last_content_update": 1699242602788, - "read_only": false, - "read_only_alternatives": [] -} \ No newline at end of file diff --git a/.Rproj.user/B9F18139/sources/session-59c81ec4/30D21A06-contents b/.Rproj.user/B9F18139/sources/session-59c81ec4/30D21A06-contents deleted file mode 100644 index e69de29..0000000 diff --git a/.Rproj.user/B9F18139/sources/session-59c81ec4/42B9A289-contents b/.Rproj.user/B9F18139/sources/session-59c81ec4/42B9A289-contents deleted file mode 100644 index 617aec1..0000000 --- a/.Rproj.user/B9F18139/sources/session-59c81ec4/42B9A289-contents +++ /dev/null @@ -1,30 +0,0 @@ ---- -title: "Naive Bayes" -author: "Heba Nusair" -date: "2023-11-04" -categories: [news, code, analysis, plot] -image: "Naive-Bayes-Algorithm.jpg" ---- - -This is a post with executable code. - -```{r} -1 + 1 -``` - -Import necessary libraries - -```{python} -import pandas as pd -from sklearn.model_selection import train_test_split -from sklearn.naive_bayes import GaussianNB -from sklearn.metrics import accuracy_score, classification_report - -``` - -Load your data from the Excel sheet into a Pandas DataFrame - -```{python} -# Replace 'your_data.xlsx' with your Excel file's name and 'Sheet1' with the appropriate sheet name. -data = pd.read_excel('your_data.xlsx', sheet_name='Sheet1') -``` diff --git a/.Rproj.user/B9F18139/sources/session-59c81ec4/6548F250-contents b/.Rproj.user/B9F18139/sources/session-59c81ec4/6548F250-contents deleted file mode 100644 index f7bebac..0000000 --- a/.Rproj.user/B9F18139/sources/session-59c81ec4/6548F250-contents +++ /dev/null @@ -1,27 +0,0 @@ ------------------------------------------------------------------------- - -title: "Classification" - -author: "Heba Nusair" - -date: "2023-11-04" - -categories: [news, code, analysis, plot] - -image: "Naive-Bayes-Algorithm.jpg" - ------------------------------------------------------------------------- - -This is a post with executable code. - -```{r} - -1 + 1 - -``` - -```{python} - - - -``` diff --git a/.Rproj.user/B9F18139/sources/session-59c81ec4/70D71EBE-contents b/.Rproj.user/B9F18139/sources/session-59c81ec4/70D71EBE-contents deleted file mode 100644 index 3e9dd01..0000000 --- a/.Rproj.user/B9F18139/sources/session-59c81ec4/70D71EBE-contents +++ /dev/null @@ -1,8 +0,0 @@ -# options specified here will apply to all posts in this folder - -# freeze computational output -# (see https://quarto.org/docs/projects/code-execution.html#freeze) -freeze: true - -# Enable banner style title blocks -title-block-banner: true diff --git a/.Rproj.user/B9F18139/sources/session-59c81ec4/73CB927B-contents b/.Rproj.user/B9F18139/sources/session-59c81ec4/73CB927B-contents deleted file mode 100644 index daba36c..0000000 --- a/.Rproj.user/B9F18139/sources/session-59c81ec4/73CB927B-contents +++ /dev/null @@ -1,18 +0,0 @@ ---- -title: "ML5805Blog" -subtitle: true -Reading-time: true -discription: true -listing: -contents: posts -sort: - - "date" - - "title desc" - type: grid - categories: true - feed: true - sort-ui: [date, title] - filter-ui: false -page-layout: full -title-block-banner: true ---- diff --git a/.Rproj.user/B9F18139/sources/session-59c81ec4/777FF024-contents b/.Rproj.user/B9F18139/sources/session-59c81ec4/777FF024-contents deleted file mode 100644 index 87af826..0000000 --- a/.Rproj.user/B9F18139/sources/session-59c81ec4/777FF024-contents +++ /dev/null @@ -1,12 +0,0 @@ ---- -title: "Linear and nonlinear regression" -author: "Heba Nusair" -date: "2023-11-04" -categories: [code, plot, analysis] ---- - -This post is about line on scatter plot - -![](thumbnail.jpg) - -Since this post doesn't specify an explicit `image`, the first image in the post will be used in the listing page of posts. diff --git a/.Rproj.user/B9F18139/sources/session-59c81ec4/7D9F845A-contents b/.Rproj.user/B9F18139/sources/session-59c81ec4/7D9F845A-contents deleted file mode 100644 index 00e5ac7..0000000 --- a/.Rproj.user/B9F18139/sources/session-59c81ec4/7D9F845A-contents +++ /dev/null @@ -1,26 +0,0 @@ -project: - type: website - output-dir: docs - contents: posts -sort: - - "date" - - "title desc" - -website: - title: "ML5805Blog" - site-url: https://hebanu.github.io/ML5805Blog/ - discription: "Project for ML class"" - navbar: - right: - - about.qmd - - icon: github - href: https://github.com/ - - icon: twitter - href: https://twitter.com -format: - html: - theme: cosmo - css: styles.css - -editor: visual - diff --git a/.Rproj.user/B9F18139/sources/session-59c81ec4/8839B789-contents b/.Rproj.user/B9F18139/sources/session-59c81ec4/8839B789-contents deleted file mode 100644 index 3e9dd01..0000000 --- a/.Rproj.user/B9F18139/sources/session-59c81ec4/8839B789-contents +++ /dev/null @@ -1,8 +0,0 @@ -# options specified here will apply to all posts in this folder - -# freeze computational output -# (see https://quarto.org/docs/projects/code-execution.html#freeze) -freeze: true - -# Enable banner style title blocks -title-block-banner: true diff --git a/.Rproj.user/B9F18139/sources/session-59c81ec4/8D46B22A-contents b/.Rproj.user/B9F18139/sources/session-59c81ec4/8D46B22A-contents deleted file mode 100644 index 5b76276..0000000 --- a/.Rproj.user/B9F18139/sources/session-59c81ec4/8D46B22A-contents +++ /dev/null @@ -1,20 +0,0 @@ -project: - type: website - output-dir: docs - -website: - title: "ML5805Blog" - navbar: - right: - - about.qmd - - icon: github - href: https://github.com/ - - icon: twitter - href: https://twitter.com -format: - html: - theme: cosmo - css: styles.css - -editor: visual - diff --git a/.Rproj.user/B9F18139/sources/session-59c81ec4/8EC69453-contents b/.Rproj.user/B9F18139/sources/session-59c81ec4/8EC69453-contents deleted file mode 100644 index 132c7e2..0000000 --- a/.Rproj.user/B9F18139/sources/session-59c81ec4/8EC69453-contents +++ /dev/null @@ -1,17 +0,0 @@ ---- -title: "Naive Bayes" -author: "Heba Nusair" -date: "2023-11-04" -categories: [news, code, analysis, plot] -image: "Naive-Bayes-Algorithm.jpg" ---- - -This is a post with executable code. - -```{r} -1 + 1 -``` - -```{python} - -``` diff --git a/.Rproj.user/B9F18139/sources/session-59c81ec4/9618BC47-contents b/.Rproj.user/B9F18139/sources/session-59c81ec4/9618BC47-contents deleted file mode 100644 index 953cd59..0000000 --- a/.Rproj.user/B9F18139/sources/session-59c81ec4/9618BC47-contents +++ /dev/null @@ -1,17 +0,0 @@ ---- -title: "Anomaly/outlier detection" -author: "Heba Nusair" -date: "2023-11-04" -categories: [news, code, analysis, plot] -image: "Naive-Bayes-Algorithm.jpg" ---- - -This is a post with executable code. - -```{r} -1 + 1 -``` - -```{python} - -``` diff --git a/.Rproj.user/B9F18139/sources/session-59c81ec4/B08E1A9F-contents b/.Rproj.user/B9F18139/sources/session-59c81ec4/B08E1A9F-contents deleted file mode 100644 index e1f5c35..0000000 --- a/.Rproj.user/B9F18139/sources/session-59c81ec4/B08E1A9F-contents +++ /dev/null @@ -1,17 +0,0 @@ ---- -title: "ML5805Blog" -subtitle: true -Reading-time: true -discription: true -listing: -contents: posts -sort: - - "date" - - "title desc" - type: grid - categories: true - sort-ui: [date, title] - filter-ui: false -page-layout: full -title-block-banner: true ---- diff --git a/.Rproj.user/B9F18139/sources/session-59c81ec4/BFF23D9C-contents b/.Rproj.user/B9F18139/sources/session-59c81ec4/BFF23D9C-contents deleted file mode 100644 index d83f081..0000000 --- a/.Rproj.user/B9F18139/sources/session-59c81ec4/BFF23D9C-contents +++ /dev/null @@ -1,35 +0,0 @@ ------------------------------------------------------------------------- - -title: "Naive Bayes" - -author: "Heba Nusair" - -date: "2023-11-04" - -categories: [news, code, analysis, plot] - -image: "Naive-Bayes-Algorithm.jpg" - ------------------------------------------------------------------------- - -This is a post with executable code. - -```{r} - -1 + 1 - -``` - -Import necessary libraries - -```{python} - -import pandas as pd - -from sklearn.model_selection import train_test_split - -from sklearn.naive_bayes import GaussianNB - -from sklearn.metrics import accuracy_score, classification_report - -``` diff --git a/.Rproj.user/B9F18139/sources/session-59c81ec4/CBC70A61-contents b/.Rproj.user/B9F18139/sources/session-59c81ec4/CBC70A61-contents deleted file mode 100644 index 2b310e3..0000000 --- a/.Rproj.user/B9F18139/sources/session-59c81ec4/CBC70A61-contents +++ /dev/null @@ -1,28 +0,0 @@ ---- -title: "Work-from-Home and cityscape!" -image: Capture.jpg -about: - template: jolla - links: - - icon: twitter - text: Twitter - href: https://twitter.com - - icon: linkedin - text: LinkedIn - href: https://linkedin.com - - icon: github - text: Github - href: https://github.com -editor_options: - chunk_output_type: inline ---- - -Hi,\ -This is Heba Nusair, a Ph.D. Candidate in Landscape Architecture at Virginia Tech. My doctoral research focuses on predicting the impact of the Work-from-Home paradigm on urban sprawl using Agent-Based Models and Artificial Intelligence. - -But that's not all -- I'm here to share my findings with you through a series of engaging blog posts. In some of these, I've even used synthesized data sets to shed light on different facets of the outcomes. So, whether you're passionate about urban planning or just curious about the future of work, I invite you to join me in exploring these fascinating insights. - -*Let's dive into the world of urban development and the changing nature of work. **\ -I hope you enjoy reading!\ -\ -**Image provided by [Shutterstock](http://www.shutterstock.com/pic-85364386/stock-vector-businessman-with-laptop-on-city-background.html?src=d751c35cc880f5ec0320785eae7c3d6d-4-8)* diff --git a/.Rproj.user/B9F18139/sources/session-59c81ec4/E2094974-contents b/.Rproj.user/B9F18139/sources/session-59c81ec4/E2094974-contents deleted file mode 100644 index df44e75..0000000 --- a/.Rproj.user/B9F18139/sources/session-59c81ec4/E2094974-contents +++ /dev/null @@ -1,18 +0,0 @@ ---- -title: "ML5805Blog" -subtitle: true -Reading-time: true -discription: true -listing: -contents: posts -sort: - - "date" - - "title desc" - type: "grid" - categories: true - feed: true - sort-ui: [date, title] - filter-ui: false -page-layout: full -title-block-banner: true ---- diff --git a/.Rproj.user/B9F18139/sources/session-59c81ec4/E655F4B0 b/.Rproj.user/B9F18139/sources/session-59c81ec4/E655F4B0 deleted file mode 100644 index 4994ca4..0000000 --- a/.Rproj.user/B9F18139/sources/session-59c81ec4/E655F4B0 +++ /dev/null @@ -1,26 +0,0 @@ -{ - 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"id": "EA764937", - "path": "C:/Users/NUSAI/Desktop/Machine learning/ML5805Blog/about.qmd", - "project_path": "about.qmd", - "type": "quarto_markdown", - "hash": "0", - "contents": "", - "dirty": false, - "created": 1699248533110.0, - "source_on_save": false, - "relative_order": 5, - "properties": { - "rmdVisualMode": "true", - "rmdVisualWrapConfigured": "true", - "source_window_id": "", - "Source": "Source", - "docOutlineVisible": "1", - "rmdVisualCollapsedChunks": "", - "cursorPosition": "0,0", - "scrollLine": "0", - "rmdVisualModeLocation": "1126:192", - "chunk_output_type": "inline" - }, - "folds": "", - "lastKnownWriteTime": 1699248622, - "encoding": "UTF-8", - "collab_server": "", - "source_window": "", - "last_content_update": 1699248622109, - "read_only": false, - "read_only_alternatives": [] -} \ No newline at end of file diff --git a/.Rproj.user/B9F18139/sources/session-84f623b/1F1F54CB-contents b/.Rproj.user/B9F18139/sources/session-84f623b/1F1F54CB-contents deleted file mode 100644 index b84c2a7..0000000 --- a/.Rproj.user/B9F18139/sources/session-84f623b/1F1F54CB-contents +++ /dev/null @@ -1,24 +0,0 @@ -project: - type: website - title: "Work-from-Home and cityscape" - output-dir: docs - site-url: https://hebanu.github.io/ML5805Blog/ - contents: - - posts - sort: - - "date" - - "title desc" - description: "Project for ML class" - - navbar: - - about.qmd - - icon: github - href: https://github.com/ - - icon: twitter - href: https://twitter.com -format: - html: - theme: cosmo - css: styles.css - -editor: visual \ No newline at end of file diff --git a/.Rproj.user/B9F18139/sources/session-84f623b/E655F4B0-contents b/.Rproj.user/B9F18139/sources/session-84f623b/E655F4B0-contents deleted file mode 100644 index 43c30f2..0000000 --- a/.Rproj.user/B9F18139/sources/session-84f623b/E655F4B0-contents +++ /dev/null @@ -1,23 +0,0 @@ -project: - type: website - output-dir: docs - site-url: https://hebanu.github.io/ML5805Blog/ - contents: - - posts - sort: - - "date" - - "title desc" - description: "Project for ML class" - title: "ML5805Blog" - navbar: - - about.qmd - - icon: github - href: https://github.com/ - - icon: twitter - href: https://twitter.com -format: - html: - theme: cosmo - css: styles.css - -editor: visual \ No newline at end of file diff --git a/.Rproj.user/B9F18139/sources/session-84f623b/E680CE4E-contents b/.Rproj.user/B9F18139/sources/session-84f623b/E680CE4E-contents deleted file mode 100644 index e69de29..0000000 diff --git a/.Rproj.user/B9F18139/sources/session-84f623b/EA764937-contents b/.Rproj.user/B9F18139/sources/session-84f623b/EA764937-contents deleted file mode 100644 index 4fe0417..0000000 --- a/.Rproj.user/B9F18139/sources/session-84f623b/EA764937-contents +++ /dev/null @@ -1,30 +0,0 @@ ---- -title: "Work-from-Home and cityscape!" -image: Capture.jpg -about: - template: jolla - links: - - icon: twitter - text: Twitter - href: https://twitter.com - - icon: linkedin - text: LinkedIn - href: https://linkedin.com - - icon: github - text: Github - href: https://github.com -editor_options: - chunk_output_type: inline ---- - -Hi,\ -This is Heba Nusair, a Ph.D. Candidate in Landscape Architecture at Virginia Tech. My doctoral research focuses on predicting the impact of the Work-from-Home paradigm on urban sprawl using Agent-Based Models and Artificial Intelligence. - -But that's not all -- I'm here to share my findings with you through a series of engaging blog posts. In some of these, I've even used synthesized data sets to shed light on different facets of the outcomes. So, whether you're passionate about urban planning or just curious about the future of work, I invite you to join me in exploring these fascinating insights. - -Let's dive into the world of urban development and the changing nature of work. ***\ -I hope you enjoy reading!\ -\ -p.s.*** The data used in these blogs has been altered to protect privacy and that it's intended for educational purposes.***\ -\ -**Image provided by [Shutterstock](http://www.shutterstock.com/pic-85364386/stock-vector-businessman-with-laptop-on-city-background.html?src=d751c35cc880f5ec0320785eae7c3d6d-4-8)* diff --git a/.Rproj.user/B9F18139/sources/session-84f623b/lock_file b/.Rproj.user/B9F18139/sources/session-84f623b/lock_file deleted file mode 100644 index e69de29..0000000 diff --git a/.Rproj.user/B9F18139/sources/session-84f623b/05C5E938-contents b/.Rproj.user/B9F18139/sources/session-8f1ac246/05C5E938-contents similarity index 100% rename from .Rproj.user/B9F18139/sources/session-84f623b/05C5E938-contents rename to .Rproj.user/B9F18139/sources/session-8f1ac246/05C5E938-contents diff --git a/.Rproj.user/B9F18139/sources/session-84f623b/180998BE-contents b/.Rproj.user/B9F18139/sources/session-8f1ac246/180998BE-contents similarity index 100% rename from .Rproj.user/B9F18139/sources/session-84f623b/180998BE-contents rename to .Rproj.user/B9F18139/sources/session-8f1ac246/180998BE-contents diff --git a/.Rproj.user/B9F18139/sources/session-84f623b/1AF17D34 b/.Rproj.user/B9F18139/sources/session-8f1ac246/1AF17D34 similarity index 73% rename from .Rproj.user/B9F18139/sources/session-84f623b/1AF17D34 rename to .Rproj.user/B9F18139/sources/session-8f1ac246/1AF17D34 index bffbc56..babe8fb 100644 --- a/.Rproj.user/B9F18139/sources/session-84f623b/1AF17D34 +++ b/.Rproj.user/B9F18139/sources/session-8f1ac246/1AF17D34 @@ -7,26 +7,26 @@ "contents": "", "dirty": false, "created": 1699136055200.0, - "source_on_save": false, + "source_on_save": true, "relative_order": 4, "properties": { - "rmdVisualMode": "true", + "rmdVisualMode": "false", "rmdVisualWrapConfigured": "true", "source_window_id": "", "Source": "Source", "docOutlineVisible": "0", "rmdVisualCollapsedChunks": "", - "rmdVisualModeLocation": "1870:1181.5", - "cursorPosition": "61,0", - "scrollLine": "67", + "rmdVisualModeLocation": "538:288", + "cursorPosition": "72,0", + "scrollLine": "0", "docOutlineSize": "12" }, "folds": "", - "lastKnownWriteTime": 1699265377, + "lastKnownWriteTime": 1699300192, "encoding": "UTF-8", "collab_server": "", "source_window": "", - "last_content_update": 1699265415945, + "last_content_update": 1699300192470, "read_only": false, "read_only_alternatives": [] } \ No newline at end of file diff --git a/.Rproj.user/B9F18139/sources/session-84f623b/1AF17D34-contents b/.Rproj.user/B9F18139/sources/session-8f1ac246/1AF17D34-contents similarity index 86% rename from .Rproj.user/B9F18139/sources/session-84f623b/1AF17D34-contents rename to .Rproj.user/B9F18139/sources/session-8f1ac246/1AF17D34-contents index f970fb7..0569c69 100644 --- a/.Rproj.user/B9F18139/sources/session-84f623b/1AF17D34-contents +++ b/.Rproj.user/B9F18139/sources/session-8f1ac246/1AF17D34-contents @@ -59,6 +59,20 @@ X = data['industry'] Y = data['How do you typically work in your current job? '] # target variable ``` +```{python} +from sklearn.impute import SimpleImputer + +# Instantiate the imputer +imputer = SimpleImputer(strategy="most_frequent") + +# Fit and transform the training data +X_train = imputer.fit_transform(X_train) + +# Transform the test data using the same imputer +X_test = imputer.transform(X_test) + +``` + ```{python} from sklearn.naive_bayes import CategoricalNB from sklearn.model_selection import train_test_split diff --git a/.Rproj.user/B9F18139/sources/session-84f623b/1F1F54CB b/.Rproj.user/B9F18139/sources/session-8f1ac246/1F1F54CB similarity index 79% rename from .Rproj.user/B9F18139/sources/session-84f623b/1F1F54CB rename to .Rproj.user/B9F18139/sources/session-8f1ac246/1F1F54CB index 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} \ No newline at end of file diff --git a/.Rproj.user/B9F18139/sources/session-8f1ac246/81635F2D-contents b/.Rproj.user/B9F18139/sources/session-8f1ac246/81635F2D-contents new file mode 100644 index 0000000..854acbc --- /dev/null +++ b/.Rproj.user/B9F18139/sources/session-8f1ac246/81635F2D-contents @@ -0,0 +1,54 @@ + +--- +title: "Probability theory and random variables_Naive Bayes" +author: "Heba Nusair" +date: "2023-11-04" +categories: [news, code, analysis, plot] +image: "Naive-Bayes-Algorithm.jpg" +--- + +This is a post with executable code. + +```{python} +import os +print(os.getcwd()) + +``` + +Import necessary libraries + +```{python} + +import pandas as pd + +# Load your survey data +data = pd.read_excel('Post1.xlsx') + +``` + +```{python} +# Inspect the data by viewing the first few rows +print(data.head(5)) +``` + +```{python} +# Define a dictionary to rename columns +column_mapping = { + 'What is your industry sector?': 'industry', + 'How do you typically work in your current job?': 'work_method', + # Add more mappings for other columns +} + +# Rename the columns +data = data.rename(columns=column_mapping) + +# Verify the column names +print(data.columns) + +``` +```{python} +# Select X and Y variables +X = data['industry'] +Y = data['How do you typically work in your current job? '] # target variable +``` + diff --git a/.Rproj.user/B9F18139/sources/session-84f623b/8EDA47C5-contents b/.Rproj.user/B9F18139/sources/session-8f1ac246/8EDA47C5-contents similarity index 100% rename from .Rproj.user/B9F18139/sources/session-84f623b/8EDA47C5-contents rename to .Rproj.user/B9F18139/sources/session-8f1ac246/8EDA47C5-contents diff --git a/.Rproj.user/B9F18139/sources/session-84f623b/8F90BBAF-contents b/.Rproj.user/B9F18139/sources/session-8f1ac246/8F90BBAF-contents similarity index 100% rename from .Rproj.user/B9F18139/sources/session-84f623b/8F90BBAF-contents rename to .Rproj.user/B9F18139/sources/session-8f1ac246/8F90BBAF-contents diff --git 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- about.qmd - - icon: github - href: https://github.com/ - - icon: twitter - href: https://twitter.com -format: - html: - theme: cosmo - css: styles.css - -editor: visual - diff --git a/.Rproj.user/B9F18139/sources/session-fe5f8a1a/1AF17D34 b/.Rproj.user/B9F18139/sources/session-fe5f8a1a/1AF17D34 deleted file mode 100644 index 76cb2cd..0000000 --- a/.Rproj.user/B9F18139/sources/session-fe5f8a1a/1AF17D34 +++ /dev/null @@ -1,31 +0,0 @@ -{ - "id": "1AF17D34", - "path": "C:/Users/NUSAI/Desktop/Machine learning/ML5805Blog/posts/Naive-Bayes/index.qmd", - "project_path": "posts/Naive-Bayes/index.qmd", - "type": "quarto_markdown", - "hash": "0", - "contents": "", - "dirty": false, - "created": 1699136055200.0, - "source_on_save": false, - "relative_order": 4, - "properties": { - "rmdVisualMode": "true", - "rmdVisualWrapConfigured": "true", - "source_window_id": "", - "Source": "Source", - "docOutlineVisible": "1", - "rmdVisualCollapsedChunks": "", - "rmdVisualModeLocation": "54:200", - "cursorPosition": "0,0", - "scrollLine": "0" - }, - "folds": "", - "lastKnownWriteTime": 1699136065, - "encoding": "UTF-8", - "collab_server": "", - "source_window": "", - "last_content_update": 1699136065714, - "read_only": false, - "read_only_alternatives": [] -} \ No newline at end of file diff --git a/.Rproj.user/B9F18139/sources/session-fe5f8a1a/1AF17D34-contents b/.Rproj.user/B9F18139/sources/session-fe5f8a1a/1AF17D34-contents deleted file mode 100644 index 7529b92..0000000 --- a/.Rproj.user/B9F18139/sources/session-fe5f8a1a/1AF17D34-contents +++ /dev/null @@ -1,30 +0,0 @@ ---- -title: "Probability theory and random variables_Naive Bayes" -author: "Heba Nusair" -date: "2023-11-04" -categories: [news, code, analysis, plot] -image: "Naive-Bayes-Algorithm.jpg" ---- - -This is a post with executable code. - -```{r} -1 + 1 -``` - -Import necessary libraries - -```{python} -import pandas as pd -from sklearn.model_selection import train_test_split -from sklearn.naive_bayes import GaussianNB -from sklearn.metrics import accuracy_score, classification_report - -``` - -Load your data from the Excel sheet into a Pandas DataFrame - -```{python} -# Replace 'your_data.xlsx' with your Excel file's name and 'Sheet1' with the appropriate sheet name. -data = pd.read_excel('your_data.xlsx', sheet_name='Sheet1') -``` diff --git a/.Rproj.user/B9F18139/sources/session-fe5f8a1a/2FD96DEB-contents b/.Rproj.user/B9F18139/sources/session-fe5f8a1a/2FD96DEB-contents deleted file mode 100644 index 2695e78..0000000 --- a/.Rproj.user/B9F18139/sources/session-fe5f8a1a/2FD96DEB-contents +++ /dev/null @@ -1,26 +0,0 @@ ---- -title: "Work-from-Home and cityscape!" -image: Capture.jpg -about: - template: jolla - links: - - icon: twitter - text: Twitter - href: https://twitter.com - - icon: linkedin - text: LinkedIn - href: https://linkedin.com - - icon: github - text: Github - href: https://github.com ---- - -Hi,\ -This is Heba Nusair, a Ph.D. Candidate in Landscape Architecture at Virginia Tech. My doctoral research focuses on predicting the impact of the Work-from-Home paradigm on urban sprawl using Agent-Based Models and Artificial Intelligence. - -But that's not all -- I'm here to share my findings with you through a series of engaging blog posts. In some of these, I've even used synthesized data sets to shed light on different facets of the outcomes. So, whether you're passionate about urban planning or just curious about the future of work, I invite you to join me in exploring these fascinating insights. - -*Let's dive into the world of urban development and the changing nature of work. **\ -I hope you enjoy reading!\ -\ -**Image provided by [Shutterstock](http://www.shutterstock.com/pic-85364386/stock-vector-businessman-with-laptop-on-city-background.html?src=d751c35cc880f5ec0320785eae7c3d6d-4-8)* diff --git a/.Rproj.user/B9F18139/sources/session-fe5f8a1a/42B9A289-contents b/.Rproj.user/B9F18139/sources/session-fe5f8a1a/42B9A289-contents deleted file mode 100644 index 617aec1..0000000 --- a/.Rproj.user/B9F18139/sources/session-fe5f8a1a/42B9A289-contents +++ /dev/null @@ -1,30 +0,0 @@ ---- -title: "Naive Bayes" -author: "Heba Nusair" -date: "2023-11-04" -categories: [news, code, analysis, plot] -image: "Naive-Bayes-Algorithm.jpg" ---- - -This is a post with executable code. - -```{r} -1 + 1 -``` - -Import necessary libraries - -```{python} -import pandas as pd -from sklearn.model_selection import train_test_split -from sklearn.naive_bayes import GaussianNB -from sklearn.metrics import accuracy_score, classification_report - -``` - -Load your data from the Excel sheet into a Pandas DataFrame - -```{python} -# Replace 'your_data.xlsx' with your Excel file's name and 'Sheet1' with the appropriate sheet name. -data = pd.read_excel('your_data.xlsx', sheet_name='Sheet1') -``` diff --git a/.Rproj.user/B9F18139/sources/session-fe5f8a1a/6548F250-contents b/.Rproj.user/B9F18139/sources/session-fe5f8a1a/6548F250-contents deleted file mode 100644 index f7bebac..0000000 --- a/.Rproj.user/B9F18139/sources/session-fe5f8a1a/6548F250-contents +++ /dev/null @@ -1,27 +0,0 @@ ------------------------------------------------------------------------- - -title: "Classification" - -author: "Heba Nusair" - -date: "2023-11-04" - -categories: [news, code, analysis, plot] - -image: "Naive-Bayes-Algorithm.jpg" - ------------------------------------------------------------------------- - -This is a post with executable code. - -```{r} - -1 + 1 - -``` - -```{python} - - - -``` diff --git a/.Rproj.user/B9F18139/sources/session-fe5f8a1a/70D71EBE-contents b/.Rproj.user/B9F18139/sources/session-fe5f8a1a/70D71EBE-contents deleted file mode 100644 index 3e9dd01..0000000 --- a/.Rproj.user/B9F18139/sources/session-fe5f8a1a/70D71EBE-contents +++ /dev/null @@ -1,8 +0,0 @@ -# options specified here will apply to all posts in this folder - 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-This post is about line on scatter plot - -![](thumbnail.jpg) - -Since this post doesn't specify an explicit `image`, the first image in the post will be used in the listing page of posts. diff --git a/.Rproj.user/B9F18139/sources/session-fe5f8a1a/7D9F845A b/.Rproj.user/B9F18139/sources/session-fe5f8a1a/7D9F845A deleted file mode 100644 index 22565c5..0000000 --- a/.Rproj.user/B9F18139/sources/session-fe5f8a1a/7D9F845A +++ /dev/null @@ -1,26 +0,0 @@ -{ - "id": "7D9F845A", - "path": "C:/Users/NUSAI/Desktop/Machine learning/ML5805Blog/_quarto.yml", - "project_path": "_quarto.yml", - "type": "yaml", - "hash": "3926350862", - "contents": "", - "dirty": false, - "created": 1699134337912.0, - "source_on_save": false, - "relative_order": 2, - "properties": { - "source_window_id": "", - "Source": "Source", - "cursorPosition": "5,4", - "scrollLine": "2" - }, - "folds": "", - "lastKnownWriteTime": 1699134942, - "encoding": "UTF-8", - "collab_server": "", - "source_window": "", - "last_content_update": 1699134942944, - "read_only": false, - "read_only_alternatives": [] -} \ No newline at end of file diff --git a/.Rproj.user/B9F18139/sources/session-fe5f8a1a/7D9F845A-contents b/.Rproj.user/B9F18139/sources/session-fe5f8a1a/7D9F845A-contents deleted file mode 100644 index 00e5ac7..0000000 --- a/.Rproj.user/B9F18139/sources/session-fe5f8a1a/7D9F845A-contents +++ /dev/null @@ -1,26 +0,0 @@ -project: - type: website - output-dir: docs - contents: posts -sort: - - "date" - - "title desc" - -website: - title: "ML5805Blog" - site-url: https://hebanu.github.io/ML5805Blog/ - discription: "Project for ML class"" - navbar: - right: - - about.qmd - - icon: github - href: https://github.com/ - - icon: twitter - href: https://twitter.com -format: - html: - theme: cosmo - css: styles.css - -editor: visual - diff --git a/.Rproj.user/B9F18139/sources/session-fe5f8a1a/8839B789-contents b/.Rproj.user/B9F18139/sources/session-fe5f8a1a/8839B789-contents deleted file mode 100644 index 3e9dd01..0000000 --- a/.Rproj.user/B9F18139/sources/session-fe5f8a1a/8839B789-contents +++ /dev/null @@ -1,8 +0,0 @@ -# options specified here will apply to all posts in this folder - -# freeze computational output -# (see https://quarto.org/docs/projects/code-execution.html#freeze) -freeze: true - -# Enable banner style title blocks -title-block-banner: true diff --git a/.Rproj.user/B9F18139/sources/session-fe5f8a1a/8D46B22A-contents b/.Rproj.user/B9F18139/sources/session-fe5f8a1a/8D46B22A-contents deleted file mode 100644 index 5b76276..0000000 --- a/.Rproj.user/B9F18139/sources/session-fe5f8a1a/8D46B22A-contents +++ /dev/null @@ -1,20 +0,0 @@ -project: - type: website - output-dir: docs - -website: - title: "ML5805Blog" - navbar: - right: - - about.qmd - - icon: github - href: https://github.com/ - - icon: twitter - href: https://twitter.com -format: - html: - theme: cosmo - css: styles.css - -editor: visual - diff --git a/.Rproj.user/B9F18139/sources/session-fe5f8a1a/8EC69453-contents b/.Rproj.user/B9F18139/sources/session-fe5f8a1a/8EC69453-contents deleted file mode 100644 index 132c7e2..0000000 --- a/.Rproj.user/B9F18139/sources/session-fe5f8a1a/8EC69453-contents +++ /dev/null @@ -1,17 +0,0 @@ ---- -title: "Naive Bayes" -author: "Heba Nusair" -date: "2023-11-04" -categories: [news, code, analysis, plot] -image: "Naive-Bayes-Algorithm.jpg" ---- - -This is a post with executable code. - -```{r} -1 + 1 -``` - -```{python} - -``` diff --git a/.Rproj.user/B9F18139/sources/session-fe5f8a1a/9618BC47-contents b/.Rproj.user/B9F18139/sources/session-fe5f8a1a/9618BC47-contents deleted file mode 100644 index 953cd59..0000000 --- a/.Rproj.user/B9F18139/sources/session-fe5f8a1a/9618BC47-contents +++ /dev/null @@ -1,17 +0,0 @@ ---- -title: "Anomaly/outlier detection" -author: "Heba Nusair" -date: "2023-11-04" -categories: [news, code, analysis, plot] -image: "Naive-Bayes-Algorithm.jpg" ---- - -This is a post with executable code. - -```{r} -1 + 1 -``` - -```{python} - -``` diff --git a/.Rproj.user/B9F18139/sources/session-fe5f8a1a/B08E1A9F-contents b/.Rproj.user/B9F18139/sources/session-fe5f8a1a/B08E1A9F-contents deleted file mode 100644 index e1f5c35..0000000 --- a/.Rproj.user/B9F18139/sources/session-fe5f8a1a/B08E1A9F-contents +++ /dev/null @@ -1,17 +0,0 @@ ---- -title: "ML5805Blog" -subtitle: true -Reading-time: true -discription: true -listing: -contents: posts -sort: - - "date" - - "title desc" - type: grid - categories: true - sort-ui: [date, title] - filter-ui: false -page-layout: full -title-block-banner: true ---- diff --git a/.Rproj.user/B9F18139/sources/session-fe5f8a1a/BFF23D9C-contents b/.Rproj.user/B9F18139/sources/session-fe5f8a1a/BFF23D9C-contents deleted file mode 100644 index d83f081..0000000 --- a/.Rproj.user/B9F18139/sources/session-fe5f8a1a/BFF23D9C-contents +++ /dev/null @@ -1,35 +0,0 @@ ------------------------------------------------------------------------- - -title: "Naive Bayes" - -author: "Heba Nusair" - -date: "2023-11-04" - -categories: [news, code, analysis, plot] - -image: "Naive-Bayes-Algorithm.jpg" - ------------------------------------------------------------------------- - -This is a post with executable code. - -```{r} - -1 + 1 - -``` - -Import necessary libraries - -```{python} - -import pandas as pd - -from sklearn.model_selection import train_test_split - -from sklearn.naive_bayes import GaussianNB - -from sklearn.metrics import accuracy_score, classification_report - -``` diff --git a/.Rproj.user/B9F18139/sources/session-fe5f8a1a/CBC70A61 b/.Rproj.user/B9F18139/sources/session-fe5f8a1a/CBC70A61 deleted file mode 100644 index 3d630b8..0000000 --- a/.Rproj.user/B9F18139/sources/session-fe5f8a1a/CBC70A61 +++ /dev/null @@ -1,32 +0,0 @@ -{ - "id": "CBC70A61", - "path": "C:/Users/NUSAI/Desktop/Machine learning/ML5805Blog/about.qmd", - "project_path": "about.qmd", - "type": "quarto_markdown", - "hash": "0", - "contents": "", - "dirty": false, - "created": 1699134205702.0, - "source_on_save": false, - "relative_order": 1, - "properties": { - "rmdVisualMode": "true", - "rmdVisualWrapConfigured": "true", - "source_window_id": "", - "Source": "Source", - "docOutlineVisible": "1", - "rmdVisualCollapsedChunks": "", - "cursorPosition": "0,0", - "scrollLine": "0", - "rmdVisualModeLocation": "364:0", - "chunk_output_type": "inline" - }, - "folds": "", - "lastKnownWriteTime": 1699134390, - "encoding": "UTF-8", - "collab_server": "", - "source_window": "", - "last_content_update": 1699134390163, - "read_only": false, - "read_only_alternatives": [] -} \ No newline at end of file diff --git a/.Rproj.user/B9F18139/sources/session-fe5f8a1a/CBC70A61-contents b/.Rproj.user/B9F18139/sources/session-fe5f8a1a/CBC70A61-contents deleted file mode 100644 index 2b310e3..0000000 --- a/.Rproj.user/B9F18139/sources/session-fe5f8a1a/CBC70A61-contents +++ /dev/null @@ -1,28 +0,0 @@ ---- -title: "Work-from-Home and cityscape!" -image: Capture.jpg -about: - template: jolla - links: - - icon: twitter - text: Twitter - href: https://twitter.com - - icon: linkedin - text: LinkedIn - href: https://linkedin.com - - icon: github - text: Github - href: https://github.com -editor_options: - chunk_output_type: inline ---- - -Hi,\ -This is Heba Nusair, a Ph.D. Candidate in Landscape Architecture at Virginia Tech. My doctoral research focuses on predicting the impact of the Work-from-Home paradigm on urban sprawl using Agent-Based Models and Artificial Intelligence. - -But that's not all -- I'm here to share my findings with you through a series of engaging blog posts. In some of these, I've even used synthesized data sets to shed light on different facets of the outcomes. So, whether you're passionate about urban planning or just curious about the future of work, I invite you to join me in exploring these fascinating insights. - -*Let's dive into the world of urban development and the changing nature of work. **\ -I hope you enjoy reading!\ -\ -**Image provided by [Shutterstock](http://www.shutterstock.com/pic-85364386/stock-vector-businessman-with-laptop-on-city-background.html?src=d751c35cc880f5ec0320785eae7c3d6d-4-8)* diff --git a/.Rproj.user/B9F18139/sources/session-fe5f8a1a/E2094974-contents b/.Rproj.user/B9F18139/sources/session-fe5f8a1a/E2094974-contents deleted file mode 100644 index df44e75..0000000 --- a/.Rproj.user/B9F18139/sources/session-fe5f8a1a/E2094974-contents +++ /dev/null @@ -1,18 +0,0 @@ ---- -title: "ML5805Blog" -subtitle: true -Reading-time: true -discription: true -listing: -contents: posts -sort: - - "date" - - "title desc" - type: "grid" - categories: true - feed: true - sort-ui: [date, title] - filter-ui: false -page-layout: full -title-block-banner: true ---- diff --git a/.Rproj.user/B9F18139/sources/session-fe5f8a1a/lock_file b/.Rproj.user/B9F18139/sources/session-fe5f8a1a/lock_file deleted file mode 100644 index e69de29..0000000 diff --git a/.Rproj.user/shared/notebooks/212E6564-index/1/B9F181391569969d/chunks.json b/.Rproj.user/shared/notebooks/212E6564-index/1/B9F181391569969d/chunks.json new file mode 100644 index 0000000..fb9de5f --- /dev/null +++ b/.Rproj.user/shared/notebooks/212E6564-index/1/B9F181391569969d/chunks.json @@ -0,0 +1 @@ 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a/.Rproj.user/shared/notebooks/212E6564-index/1/s/c469weak6cyp9/00000f.csv b/.Rproj.user/shared/notebooks/212E6564-index/1/s/c469weak6cyp9/00000f.csv deleted file mode 100644 index 335c0a6..0000000 --- a/.Rproj.user/shared/notebooks/212E6564-index/1/s/c469weak6cyp9/00000f.csv +++ /dev/null @@ -1,6 +0,0 @@ -"0","import pandas as pd" -"0","from sklearn.model_selection import train_test_split" -"0","from sklearn.naive_bayes import GaussianNB" -"0","from sklearn.metrics import accuracy_score, classification_report" -"0","" -"0","" diff --git a/.Rproj.user/shared/notebooks/212E6564-index/1/s/chunks.json b/.Rproj.user/shared/notebooks/212E6564-index/1/s/chunks.json index d4e852e..fb9de5f 100644 --- a/.Rproj.user/shared/notebooks/212E6564-index/1/s/chunks.json +++ b/.Rproj.user/shared/notebooks/212E6564-index/1/s/chunks.json @@ -1 +1 @@ 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\ No newline at end of file diff --git a/.Rproj.user/shared/notebooks/212E6564-index/1/s/crcit2z4ut60z/00000f.csv b/.Rproj.user/shared/notebooks/212E6564-index/1/s/crcit2z4ut60z/00000f.csv new file mode 100644 index 0000000..25ee8be --- /dev/null +++ b/.Rproj.user/shared/notebooks/212E6564-index/1/s/crcit2z4ut60z/00000f.csv @@ -0,0 +1,80 @@ +"0","from sklearn.impute import SimpleImputer" +"0","" +"0","# Instantiate the imputer" +"0","imputer = SimpleImputer(strategy=""most_frequent"")" +"0","" +"0","# Fit and transform the training data" +"0","X_train = imputer.fit_transform(X_train)" +"2","Traceback (most recent call last): + File """", line 1, in + File ""]8;line = 140;file://C:\Users\NUSAI\anaconda3\Lib\site-packages\sklearn\utils\_set_output.pyC:\Users\NUSAI\ANACON~1\Lib\site-packages\sklearn\utils\_set_output.py]8;;"", line 140, in wrapped + data_to_wrap = f(self, X, *args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File ""]8;line = 915;file://C:\Users\NUSAI\anaconda3\Lib\site-packages\sklearn\base.pyC:\Users\NUSAI\ANACON~1\Lib\site-packages\sklearn\base.py]8;;"", line 915, in fit_transform + return self.fit(X, **fit_params).transform(X) + ^^^^^^^^^^^^^^^^^^^^^^^^^ + File ""]8;line = 1151;file://C:\Users\NUSAI\anaconda3\Lib\site-packages\sklearn\base.pyC:\Users\NUSAI\ANACON~1\Lib\site-packages\sklearn\base.py]8;;"", line 1151, in wrapper + return fit_method(estimator, *args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File ""]8;line = 366;file://C:\Users\NUSAI\anaconda3\Lib\site-packages\sklearn\impute\_base.pyC:\Users\NUSAI\ANACON~1\Lib\site-packages\sklearn\impute\_base.py]8;;"", line 366, in fit + X = self._validate_input(X, in_fit=True) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File ""]8;line = 329;file://C:\Users\NUSAI\anaconda3\Lib\site-packages\sklearn\impute\_base.pyC:\Users\NUSAI\ANACON~1\Lib\site-packages\sklearn\impute\_base.py]8;;"", line 329, in _validate_input + raise ve + File ""]8;line = 312;file://C:\Users\NUSAI\anaconda3\Lib\site-packages\sklearn\impute\_base.pyC:\Users\NUSAI\ANACON~1\Lib\site-packages\sklearn\impute\_base.py]8;;"", line 312, in _validate_input + X = self._validate_data( + ^^^^^^^^^^^^^^^^^^^^ + File ""]8;line = 604;file://C:\Users\NUSAI\anaconda3\Lib\site-packages\sklearn\base.pyC:\Users\NUSAI\ANACON~1\Lib\site-packages\sklearn\base.py]8;;"", line 604, in _validate_data + out = check_array(X, input_name=""X"", **check_params) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File ""]8;line = 940;file://C:\Users\NUSAI\anaconda3\Lib\site-packages\sklearn\utils\validation.pyC:\Users\NUSAI\ANACON~1\Lib\site-packages\sklearn\utils\validation.py]8;;"", line 940, in check_array + raise ValueError( +ValueError: Expected 2D array, got 1D array instead: +array=[15. 13. 10. 9. 9. 8. 20. 18. 12. 15. 4. 2. 6. 16. 19. 3. 10. 17. + 5. 14. 9. 12. 17. 4. 1. 5. 7. 10. 10. 10. 8. 9. 15. 1. 3. 12. + 3. 4. 9. 5. 4. 5. 5. 12. 4. 2. 9. 15. 7. 19. 17. 14. 18. 13. + 17. 2. 14. 12. 7. 9. 12. 15. 9. 18. 1. 10. 9. 5. 7. 19. 7. 6. + 13. 1. 2. 1. nan 14. nan 10. 4. 5. 5. 12. 19. 19. 7. 16. 13. nan + 15. 16. 4. 5. 5. 8. 9. nan 5. 16. 8. 19. 7. 5. 4. 16. 15. 20. + 7. 12. 10. 15. 9. 5. 12. 2. 9. 13. 13. 7. nan 10. 13. 20. 5. 10. + 5. 3. 15. 6. 11. 6. nan 15. nan 19. 7. 9. 11. 10. 6. nan 7. 5. + 12. 13. 5. 6. 4. 9. 7. 5. 1. 7. 12. 13. 4. 13. 4. 14. 9. 3. + 19. 13. 7. 15. 12. 10. 10. 18. 8. 4. 1. 7. 14. 9. 7. 3. 16. 19. + 9. nan 3. 5. 12. 19. 10. 8. 1. nan nan 13. 9. 7. 4. 2. nan 7. + 8. 13. 1. 5. 9. 15. 1. 19. 15. 15. 9. 1. 15. 8. 8. 11. 16. 12. + 8. 2. 7. 4. 15. 5. 15. 10. 15. 8. 3. 9. 16. 6. nan nan 7. 13. + 4. 15. 4. 12. 1. 17. 20. 13. 16. 3. 5. 13. 16. 4. 12. 9. 3. 13. + 5. 12. nan 9. 4. 7. 4. 20. 6. 5. 6. 9. 4. 7. 17. 19. 2. 5. + 8. 15. 7. 4. 6. 16. 7. 6. 8. 13. 4. 5. 7. 10. 18. 20. 16. 9. + 7. 16. 3. 12. 7. 15. 5. 1. 9. 8. 7. 16. 13. 10. 15. 14. 10. 12. + 13. 6. 6. 16. 11. 10. 15. 8. 18. 18. 9. 19. 11. 17. 2. 10. 7. 3. + 8. 8. 5. 5. 8. 4. 2. 18. 14. 5. 5. 5. 7. 11. 3. 12. 5. 8. + 6. 15. 15. 4. 3. 17. 10. 12. 3. 12. 18. 8. 9. 10. 17. 17. 2. 6. + 5. 13. 2. 3. 5. 7. 9. 7. 7. 8. 19. 9. 6. 5. 8. 8. 10. 11. + 9. 13. 1. 5. 12. 8. 8. 7. nan 13. 6. 20. 13. 14. 1. 1. 15. 8. + nan 13. 1. 11. 8. 10. 7. 5. 5. 7. nan 10. 7. 9. 14. 6. 13. 4. + 3. 6. 5. 5. 17. 8. 9. 16. 9. 4. 4. 13. 3. 13. 7. 3. 9. 1. + nan 13. nan 16. 18. 10. 5. 5. 15. 9. 6. 15. 3. 8. 3. 5. 6. 5. + 10. 16. 19. 10. 19. nan 10. nan 13. 8. 2. 11. 10. 17. 5. 7. 17. 19. + 19. 10. nan 18. 12. 7. 11. 5. 15. 15. 6. 20. 5. 7. 1. 5. 20. 12. + 7. 6. 5. 12. 7. 12. 6. 14. 5. 11. 15. 18. 3. 9. 20. 7. 3. nan + nan 9. 10. 9. 11. 1. 4. 11. 12. 10. 6. 5. nan 6. 4. 15. 1. 15. + 5. 5. 5. 19. 13. 4. nan 5. nan 5. 1. 15. nan 8. 4. 9. 13. 4. + 5. 16. 11. 10. 4. 6. 15. 7. 4. 9. 12. 19. 10. 9. 13. 10. nan 14. + 19. 5. 12. 7. 7. 10. 5. 9. 5. 13. 18. 6. 5. 12. 8. 12. 6. 7. + 12. 9. 19. 1.]. +Reshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample. +" +"0","# Transform the test data using the same imputer" +"0","X_test = imputer.transform(X_test)" +"2","Traceback (most recent call last): + File """", line 1, in + File ""]8;line = 140;file://C:\Users\NUSAI\anaconda3\Lib\site-packages\sklearn\utils\_set_output.pyC:\Users\NUSAI\ANACON~1\Lib\site-packages\sklearn\utils\_set_output.py]8;;"", line 140, in wrapped + data_to_wrap = f(self, X, *args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File ""]8;line = 525;file://C:\Users\NUSAI\anaconda3\Lib\site-packages\sklearn\impute\_base.pyC:\Users\NUSAI\ANACON~1\Lib\site-packages\sklearn\impute\_base.py]8;;"", line 525, in transform + check_is_fitted(self) + File ""]8;line = 1462;file://C:\Users\NUSAI\anaconda3\Lib\site-packages\sklearn\utils\validation.pyC:\Users\NUSAI\ANACON~1\Lib\site-packages\sklearn\utils\validation.py]8;;"", line 1462, in check_is_fitted + raise NotFittedError(msg % {""name"": type(estimator).__name__}) +sklearn.exceptions.NotFittedError: This SimpleImputer instance is not fitted yet. Call 'fit' with appropriate arguments before using this estimator. +" diff --git a/.Rproj.user/shared/notebooks/44629121-index/1/B9F1813984f623b/c01yb33ki8uwv/00000f.csv b/.Rproj.user/shared/notebooks/44629121-index/1/B9F1813984f623b/c01yb33ki8uwv/00000f.csv deleted file mode 100644 index 0d1323a..0000000 --- a/.Rproj.user/shared/notebooks/44629121-index/1/B9F1813984f623b/c01yb33ki8uwv/00000f.csv +++ /dev/null @@ -1,4 +0,0 @@ -"0","import os" -"0","print(os.getcwd())" -"1","C:\Users\NUSAI\Desktop\Machine learning\ML5805Blog\posts\Naive-Bayes -" diff --git a/.Rproj.user/shared/notebooks/44629121-index/1/B9F1813984f623b/c2ntnkac80nf2/000002.csv b/.Rproj.user/shared/notebooks/44629121-index/1/B9F1813984f623b/c2ntnkac80nf2/000002.csv deleted file mode 100644 index 8738b00..0000000 --- a/.Rproj.user/shared/notebooks/44629121-index/1/B9F1813984f623b/c2ntnkac80nf2/000002.csv +++ /dev/null @@ -1,20 +0,0 @@ -"0","# Define a dictionary to rename columns" -"0","column_mapping = {" -"0"," 'What is your industry sector?': 'industry'," -"0"," 'How do you typically work in your current job?': 'work_method'," -"0"," # Add more mappings for other columns" -"0","}" -"0","" -"0","# Rename the columns" -"0","data = data.rename(columns=column_mapping)" -"0","" -"0","# Verify the column names" -"0","print(data.columns)" -"1","Index(['Response ID', 'industry', 'What is your job title?', - 'How do you typically work in your current job? ', - 'City Center (Central Business District)', 'Urban area', - 'Suburban area ', 'Rural Area', - 'City Center (Central Business District).1', 'Urban area.1', - 'Suburban area .1', 'Rural Area.1'], - dtype='object') -" diff --git a/.Rproj.user/shared/notebooks/44629121-index/1/B9F1813984f623b/cvbswqqpty3j6/00000f.csv b/.Rproj.user/shared/notebooks/44629121-index/1/B9F1813984f623b/cvbswqqpty3j6/00000f.csv deleted file mode 100644 index 6f2f0c6..0000000 --- a/.Rproj.user/shared/notebooks/44629121-index/1/B9F1813984f623b/cvbswqqpty3j6/00000f.csv +++ /dev/null @@ -1,12 +0,0 @@ -"0","# Inspect the data by viewing the first few rows" -"0","print(data.head(5))" -"1"," Response ID What is your industry sector? ... Suburban area .1 Rural Area.1 -0 102061302 4.0 ... 3.0 4.0 -1 102084379 12.0 ... 1.0 4.0 -2 102115313 20.0 ... 3.0 4.0 -3 102117993 16.0 ... 2.0 3.0 -4 102123547 11.0 ... 1.0 4.0 - -[5 rows x 12" -"1"," columns] -" diff --git a/.Rproj.user/shared/notebooks/44629121-index/1/B9F181398f1ac246/chunks.json b/.Rproj.user/shared/notebooks/44629121-index/1/B9F181398f1ac246/chunks.json new file mode 100644 index 0000000..f35e19d --- /dev/null +++ b/.Rproj.user/shared/notebooks/44629121-index/1/B9F181398f1ac246/chunks.json @@ -0,0 +1 @@ +{"chunk_definitions":[{"row":52,"row_count":1,"visible":true,"expansion_state":0,"options":{"engine":"python","label":"unnamed-chunk-74"},"document_id":"68C8C812","chunk_id":"c019b8wywweah","chunk_label":"unnamed-chunk-5"}],"doc_write_time":1699310027} \ No newline at end of file diff --git a/.Rproj.user/shared/notebooks/44629121-index/1/B9F1813984f623b/c019b8wywweah/00000f.csv b/.Rproj.user/shared/notebooks/44629121-index/1/s/c019b8wywweah/00000f.csv similarity index 100% rename from .Rproj.user/shared/notebooks/44629121-index/1/B9F1813984f623b/c019b8wywweah/00000f.csv rename to .Rproj.user/shared/notebooks/44629121-index/1/s/c019b8wywweah/00000f.csv diff --git a/.Rproj.user/shared/notebooks/44629121-index/1/B9F1813984f623b/chunks.json b/.Rproj.user/shared/notebooks/44629121-index/1/s/chunks.json similarity index 100% rename from .Rproj.user/shared/notebooks/44629121-index/1/B9F1813984f623b/chunks.json rename to .Rproj.user/shared/notebooks/44629121-index/1/s/chunks.json diff --git a/.Rproj.user/shared/notebooks/A6C114F6-about/1/s/chunks.json b/.Rproj.user/shared/notebooks/A6C114F6-about/1/s/chunks.json index e32fc78..8a5a62b 100644 --- a/.Rproj.user/shared/notebooks/A6C114F6-about/1/s/chunks.json +++ b/.Rproj.user/shared/notebooks/A6C114F6-about/1/s/chunks.json @@ -1 +1 @@ -{"chunk_definitions":[],"doc_write_time":1699134277} \ No newline at end of file +{"chunk_definitions":[],"doc_write_time":1699248557} \ No newline at end of file diff --git a/.Rproj.user/shared/notebooks/paths b/.Rproj.user/shared/notebooks/paths index fd03594..34f4de0 100644 --- a/.Rproj.user/shared/notebooks/paths +++ b/.Rproj.user/shared/notebooks/paths @@ -3,10 +3,11 @@ C:/Users/NUSAI/Desktop/Machine learning/ML5805Blog/_site/about.html="2788F7B5" C:/Users/NUSAI/Desktop/Machine learning/ML5805Blog/about.qmd="A6C114F6" C:/Users/NUSAI/Desktop/Machine learning/ML5805Blog/index.qmd="ED44BD23" C:/Users/NUSAI/Desktop/Machine learning/ML5805Blog/posts/ Classification/index.qmd="25D7DBD1" -C:/Users/NUSAI/Desktop/Machine learning/ML5805Blog/posts/ Classification/index.rmarkdown="4B4ACFC8" C:/Users/NUSAI/Desktop/Machine learning/ML5805Blog/posts/Anomaly-outlier-detection/index.qmd="6F3AFFA9" C:/Users/NUSAI/Desktop/Machine learning/ML5805Blog/posts/Clustering-post/index.qmd="DCD390DC" C:/Users/NUSAI/Desktop/Machine learning/ML5805Blog/posts/Linear-and-nonlinear-regression/index.qmd="94CEC509" C:/Users/NUSAI/Desktop/Machine learning/ML5805Blog/posts/Naive-Bayes/index.qmd="212E6564" C:/Users/NUSAI/Desktop/Machine learning/ML5805Blog/posts/Naive-Bayes/index.rmarkdown="44629121" C:/Users/NUSAI/Desktop/Machine learning/ML5805Blog/posts/_metadata.yml="AABA79D7" +C:/Users/NUSAI/anaconda3/Lib/site-packages/pandas/__init__.py="714BC3D3" +C:/Users/NUSAI/anaconda3/Lib/site-packages/pandas/core/indexes/base.py="6DFF1A58" diff --git a/_quarto.yml b/_quarto.yml index b84c2a7..499ba44 100644 --- a/_quarto.yml +++ b/_quarto.yml @@ -1,24 +1,16 @@ project: - type: website - title: "Work-from-Home and cityscape" - output-dir: docs - site-url: https://hebanu.github.io/ML5805Blog/ - contents: - - posts - sort: - - "date" - - "title desc" - description: "Project for ML class" + type: website +website: + title: "today" navbar: - - about.qmd - - icon: github - href: https://github.com/ - - icon: twitter - href: https://twitter.com + left: + - href: index.qmd + text: Home + - about.qmd + format: html: theme: cosmo css: styles.css - -editor: visual \ No newline at end of file + toc: true \ No newline at end of file diff --git a/posts/Naive-Bayes/Cleaning data-ready.csv b/posts/Naive-Bayes/Cleaning data-ready.csv new file mode 100644 index 0000000..5bd7bff --- /dev/null +++ b/posts/Naive-Bayes/Cleaning data-ready.csv @@ -0,0 +1,915 @@ +Response ID,Response Status,Country Code,Region,With which gender do you identify? ,What is your age? ,What is your marital status? ,What is your race? ,What is your education level? ,In which City/County within the Roanoke Metropolitan Area do you live? ,,In which City/County within the Roanoke Metropolitan Area do you work? ,,What is the age of the firm/company/association you work in?,What is your (firm/company/association)' s size? (# number of employees or workers),If you commute to work how far is your work from your homeplace? ,Are you the owner or renter of your house? ,How many people in your household have jobs?,How many people currently live in your household?,What is your expected/desired family size in the future including yourself and any dependents?,What is your monthly earning? ,What is your industry sector?,What is your job title?,How many hours do you typically work per week at your current job?,How do you typically work in your current job? ,What is the level of importance of physical interactions with a team in order to perform your current job?,Regardless of your current working style (Remote or in-person) have you heard about anyone who works in the same profession as you but remotely no matter where?,Regardless of your current working style (Remote or in-person) have you come across any news or information sources indicating that your profession might be shifted either partially or completely towards remote work in the future?,On a scale of 1-5 please rate your agreement with the following statement: 'During the COVID-19 pandemic working from home using technological advancements in communication (e.g. Zoom Skype Teams) was efficient in performing my job tasks.',How do you usually transport to your workplace?,,,,,,Regardless of your current working style what is the future work style do you prefer? ,If you work in-person (commute to work) how would you rank your preferred living area within Roanoke Metropolitan Area considering your income and affordability? (1 is the most preferred)? ,,,,If you work remotely how would you rank your preferred areas to live within Roanoke Metropolitan Area considering your income and affordability? (1 is the most preferred)?,,,,In the past ten years how many times have you relocated your living place?,If you currently work in person in an urban area and live close to your workplace but your job is shifting to a partially remote you may be thinking about whether it makes sense to move to a suburban area. How would you contemplate relocating to the suburbs in this scenario?,If you currently work in person in an urban area and live close to your workplace but your job is shifting completely remote you may be thinking about whether it makes sense to move to a suburban area. How would you contemplate relocating to the suburbs in this scenario?,Your colleagues/friends have shifted to remote work and moved from an urban area to a suburban or rural area. Would you be able to consider a move to a rural area if you also have the option to work remotely like them?,Proximity to my workplace,Proximity to Centeral Business Area (CBD),Closest to amenities,Close to schools,Close to roads (Accessible),Close to transportation means,The sense of community (Belongingness),safety (less crime rate),Affordability for housing and living costs ,civilized and city lifestyle,rural and suburbia lifestyle,more spacious living space  & large lot size,Career growth opportunity +,,,,,,,,,,,,,,,,,,,,,,,,,,,,,Drive alone,Carpool or vanpool,"Public transportation (e.g., bus, train)",Bike,Walk,N/A (Work remotely),,City Center (Central Business District),Urban area,Suburban area ,Rural Area,City Center (Central Business District),Urban area,Suburban area ,Rural Area,,,,,Proximity to my workplace,Proximity to Centeral Business Area (CBD),Closest to amenities,Close to schools,Close to roads (Accessible),Close to transportation means,The sense of community (Belongingness),safety (less crime rate),Affordability for housing and living costs ,civilized and city lifestyle,rural and suburbia lifestyle,more spacious living space  & large lot size,Career growth opportunity +102061302,Completed,US,VA,1,4,2,1,8,1,,1,,4,2,5,2,3,4,5,2,4,Architect,3,2,3,4,3,1,1,,,,,,3,1,2,3,4,2,1,3,4,2,3,,,4,2,3,4,2,3,5,5,3,4,3,5,5 +102084379,Completed,US,VA,1,3,2,1,6,3,"ROANOKE, Virginia (24018)",3,"ROANOKE, Virginia (24018)",5,3,3,2,1,4,5,3,12,Engineering Manager,3,4,3,4,2,5,1,,,,,,1,3,2,1,4,3,2,1,4,3,2,2,1,4,3,5,2,5,1,5,5,5,5,3,5,4 +102107857,Completed,US,VA,1,3,1,1,8,1,"ROANOKE, Virginia (24016)",1,"ROANOKE, Virginia (24018)",5,2,5,2,1,4,3,2,4,Architect,3,4,3,5,2,4,,,1,,,,1,,,,,4,2,3,1,3,2,1,2,4,4,5,4,5,5,2,4,5,2,3,,5 +102115313,Completed,US,VA,1,4,2,1,7,1,"ROANOKE, Virginia (24016)",1,"ROANOKE, Virginia (24016)",5,2,10,1,3,4,5,2,20,Dentist,3,2,3,6,2,3,,,,,,1,2,1,2,3,4,1,2,3,4,2,1,1,2,3,3,3,3,3,3,3,3,3,3,3,3,3 +102117993,Completed,US,VA,1,3,2,1,8,3,"ROANOKE, Virginia (24018)",1,"ROANOKE, Virginia (24016)",4,3,5,2,1,4,5,4,16,Dentist ,3,2,5,1,1,3,1,,,,,,2,4,1,2,3,4,1,2,3,4,2,2,2,4,4,4,4,4,4,4,5,4,4,4,4,4 +102123547,Completed,US,FL,1,3,1,1,6,1,"ROANOKE, Virginia (24001)",1,"ROANOKE, Virginia (24001)",5,2,3,2,1,1,5,3,11,Project Coordinator,3,3,5,3,1,5,1,,,,,,4,1,2,3,4,3,2,1,4,5,2,1,2,4,4,5,5,5,2,4,5,5,4,4,5,5 +102130489,Completed,US,VA,1,5,2,1,6,1,"ROANOKE, Virginia (24016)",1,"ROANOKE, Virginia (24016)",4,2,15,2,2,2,2,2,7,Business owner ,3,3,4,3,2,4,1,,,,,,2,2,4,3,1,1,2,4,3,2,1,2,2,4,2,2,5,1,2,2,5,5,4,2,3,4 +102132410,Completed,US,VA,2,5,4,1,6,1,"ROANOKE, Virginia (24015)",7,"VIRGINIA BEACH, Virginia (23454)",,5,,1,1,1,1,3,13,Program manager ,3,1,1,4,2,5,,,,,,1,1,,,,,2,1,4,3,3,,,1,1,5,4,1,5,2,4,5,2,5,3,3,4 +102138551,Completed,US,MI,1,4,2,1,8,6,"FERRUM, Virginia (24088)",6,"FERRUM, Virginia (24088)",5,3,3,2,2,3,5,3,15,Assistant Professor ,3,3,3,3,2,4,1,,,,,,3,4,2,3,1,4,3,2,1,4,3,3,1,4,4,2,4,5,1,1,5,5,3,3,3,4 +102151814,Completed,US,VA,1,4,2,1,6,3,"ROANOKE, Virginia (24018)",2,"SALEM, Virginia (24153)",5,5,6,2,1,3,5,3,5,Sales Application Engineer,4,4,2,4,3,5,1,,,,,,4,1,2,3,4,1,2,3,4,4,1,2,2,5,4,4,4,3,1,3,5,5,4,2,3,5 +102152737,Completed,US,VA,2,3,1,2,8,1,"ROANOKE, Virginia (24018)",1,"ROANOKE, Virginia (24016)",5,5,50,2,3,4,3,2,12,Postdoctoral fellow ,4,2,4,6,1,4,,,1,,,,3,1,2,3,4,1,2,3,4,1,2,2,2,5,4,4,4,3,5,4,5,5,3,4,3,5 +102156855,Completed,US,VA,1,3,2,1,5,2,"SALEM, Virginia (24153)",1,"ROANOKE, Virginia (24018)",5,1,9,1,2,3,5,3,5,Project Manager,3,4,2,4,2,4,1,,,,,,4,4,3,2,1,4,3,2,1,4,3,3,1,2,1,3,4,5,3,5,4,3,2,4,5,4 +102164242,Completed,JO,AM,2,4,2,1,8,3,"ROANOKE, Virginia (24015)",1,"ROANOKE, Virginia (24016)",5,4,10,2,2,5,5,3,12,Research Scientist,3,1,1,4,2,5,,,,,,1,1,,,,,3,1,2,4,4,2,,1,5,4,4,5,5,2,4,5,4,4,3,4,4 +102170348,Completed,US,MI,2,4,2,1,8,6,"FERRUM, Virginia (24088)",7,"BLACKSBURG, Virginia (24060)",5,5,58,2,2,4,5,2,9,Teaching Assistant,2,1,1,4,2,4,1,,,,,,4,3,1,2,4,3,1,2,4,5,1,2,2,4,4,4,4,4,1,4,4,4,4,1,3,4 +102170586,Completed,US,VA,2,3,2,1,5,3,"ROANOKE, Virginia (24018)",1,"ROANOKE, Virginia (24017)",4,1,5,2,2,4,5,3,16,Dentist,2,2,5,2,1,3,1,,,,,,2,1,0,0,0,1,3,2,4,3,3,3,1,4,4,4,5,4,4,4,5,4,4,3,4,5 +102173200,Completed,US,VA,1,3,2,1,8,3,"BLACKSBURG, Virginia (24060)",7,"BLACKSBURG, Virginia (24061)",5,5,1,2,1,1,5,4,15,Postdoc,4,4,2,4,1,3,,,,,1,,3,3,2,1,4,3,2,1,4,5,2,2,2,4,4,4,3,5,3,4,5,4,3,3,4,5 +102180525,Completed,US,NJ,1,3,1,1,6,1,"ROANOKE, Virginia (24016)",1,"ROANOKE, Virginia (24016)",5,,18,2,1,1,4,3,4,Project Manager,4,2,3,2,1,5,1,,,,,,1,1,2,3,4,4,2,1,3,4,2,3,1,5,4,5,5,3,4,5,5,5,3,1,2,4 +102184796,Completed,US,VA,1,4,2,1,5,1,"ROANOKE, Virginia (24015)",3,"ROANOKE, Virginia (24018)",5,1,5,1,2,3,3,3,12,Chief Executive Officer,4,4,3,3,2,4,1,,,,,,4,2,1,3,4,2,1,3,4,4,1,1,3,4,4,5,5,5,5,5,5,5,5,2,3,4 +102187530,Completed,US,VA,2,4,2,1,8,1,"ROANOKE, Virginia (24018)",1,"ROANOKE, Virginia (24016)",4,4,6,1,3,5,5,4,12,Graduate student,3,3,3,1,1,3,1,,,,,,1,1,2,3,4,1,2,3,4,4,2,1,2,4,4,4,5,4,4,5,5,4,4,1,3,5 +102198106,Completed,US,VA,1,5,1,1,6,6,"FERRUM, Virginia (24088)",6,"FERRUM, Virginia (24088)",5,3,0.25,1,1,1,2,2,15,Assistant Professor,3,3,4,4,2,3,1,,,,,,3,4,3,1,2,4,3,2,1,3,2,3,1,4,2,4,3,5,3,4,5,5,3,4,5,4 +102204407,Completed,US,VA,2,4,2,1,8,3,"ROANOKE, Virginia (24018)",3,"ROANOKE, Virginia (24018)",5,2,12,2,2,4,5,2,16,RN,1,2,5,4,2,2,1,,,,,,2,1,2,3,4,1,2,3,4,3,2,2,3,5,3,2,5,4,4,4,4,4,4,4,4,3 +102205996,Completed,US,VA,2,4,2,1,5,3,"ROANOKE, Virginia (24018)",,,,,,1,3,5,5,4,,,,,,6,2,,,,,,,,,,,,,,,,,2,,,2,4,,,5,4,4,4,5,5,4,4,4,4 +102264856,Completed,US,VA,1,4,2,1,6,3,"ROANOKE, Virginia (24018)",3,"ROANOKE, Virginia (24018)",5,5,4,1,1,5,5,3,12,project application engineer,4,4,3,2,2,5,1,,,,,,4,3,2,1,4,3,2,1,4,2,2,2,1,4,4,4,4,4,3,4,5,5,5,4,4,4 +102291478,Completed,US,VA,1,3,2,1,5,3,"ROANOKE, Virginia (24018)",1,"ROANOKE, Virginia (24018)",5,4,7,2,1,1,4,3,12,Electrical drives and Control Field Engineer ,3,3,3,3,2,3,1,,,,,,3,2,4,3,1,2,4,3,1,4,2,2,3,4,3,3,4,3,1,4,5,4,4,1,2,4 +102312333,Completed,US,VA,1,6,2,1,5,5,"ROANOKE, Virginia (24019)",2,"ROANOKE, Virginia (24018)",5,5,12,1,1,2,5,3,12,Chief Specialist,4,3,5,2,1,2,1,,,,,,3,4,3,1,2,4,3,1,2,2,3,3,1,2,1,4,4,3,4,5,5,4,3,5,5,4 +102316809,Completed,US,VA,2,3,2,1,6,1,"ROANOKE, Virginia (24016)",3,"ROANOKE, Virginia (24018)",5,4,10,1,2,4,5,3,12,Manager,4,3,4,3,2,4,1,,,,,,3,4,3,1,2,,,,,3,3,3,2,4,3,5,4,4,1,1,5,3,3,2,4,5 +102369611,Completed,US,NC,1,4,2,1,8,3,"ROANOKE, Virginia (24018)",7,"FLOYD, Virginia (24091)",5,5,38,1,1,5,5,4,5,Lead Scientist ,4,3,4,1,2,4,1,,,,,,3,3,2,1,4,3,2,1,4,5,1,1,2,4,4,5,5,4,3,3,5,5,4,1,3,5 +102378931,Completed,US,VA,1,7,2,1,6,3,"VINTON, Virginia (24179)",3,"ROANOKE, Virginia (24018)",4,4,13,1,1,2,2,3,8,,,3,2,3,2,5,1,,,,,,4,4,3,1,2,4,3,1,2,1,3,3,1,4,3,3,4,4,4,4,5,5,3,4,4,4 +102387460,Completed,US,,1,3,2,1,5,3,"ROANOKE, Virginia (24019)",7,"COVINGTON, Virginia (24426)",5,5,60,2,1,3,4,3,5,Manufacturing Supervisor,4,2,4,2,2,3,1,1,,,,,4,2,3,1,4,1,3,2,4,2,3,2,1,5,4,4,5,4,4,5,5,5,5,3,3,5 +102429178,Completed,US,VA,2,3,2,8,5,1,"ROANOKE, Virginia (24018)",1,"ROANOKE, Virginia (24018)",3,2,2,2,2,3,5,3,10,accounting,2,4,3,3,1,4,1,,,,,,1,2,1,3,4,3,1,2,4,1,1,2,2,3,4,4,5,4,1,4,4,4,3,2,3,3 +102445186,Completed,US,,2,4,2,1,6,4,"NEW CASTLE, Virginia (24127)",4,"NEW CASTLE, Virginia (24127)",5,3,10,1,2,4,5,2,20,Planner in manucipility ,3,2,3,2,2,3,1,,,,,,1,1,3,2,4,4,2,1,3,3,1,2,2,4,1,4,5,5,3,4,5,4,3,3,4,4 +102446943,Completed,US,VA,1,4,2,4,6,2,"SALEM, Virginia (24153)",2,"SALEM, Virginia (24153)",5,5,1,1,1,5,5,3,12,Lead Engineer,3,4,2,4,2,4,1,,,,,,4,2,3,1,4,2,3,1,4,2,3,3,3,3,3,3,3,1,1,2,5,4,4,4,4,5 +102448655,Completed,US,DC,1,5,2,4,7,3,"ROANOKE, Virginia (24018)",2,"SALEM, Virginia (24153)",5,5,4,1,2,3,2,3,16,Physician,4,2,4,1,2,2,1,,,,,,2,3,2,1,4,3,2,1,4,2,3,2,1,4,2,4,4,4,1,5,5,3,1,2,2,4 +102458888,Completed,US,VA,2,4,2,1,8,3,"ROANOKE, Virginia (24018)",3,"ROANOKE, Virginia (24018)",1,1,0,2,2,5,5,1,12,Lecturer ,2,1,2,6,1,4,,,,,,1,1,4,3,2,1,4,3,2,1,5,1,1,1,4,4,2,5,4,4,3,5,4,2,3,4,4 +102459716,Completed,US,VA,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +102483431,Completed,US,VA,2,3,2,4,5,3,"ROANOKE, Virginia (24018)",3,"ROANOKE, Virginia (24018)",2,1,1,2,1,4,5,3,9,Software development ,3,1,4,3,2,4,,,,,,1,1,4,2,3,1,1,3,2,4,2,3,3,1,4,2,3,5,3,4,4,5,4,4,4,3,4 +102578254,Completed,US,VA,1,4,2,8,7,6,"ROCKY MOUNT, Virginia (24151)",6,"ROCKY MOUNT, Virginia (24151)",4,1,5,1,3,3,4,2,5,Engineer,,3,2,2,2,3,1,,,,,,4,1,2,3,4,3,1,2,4,2,2,2,2,4,2,4,5,4,3,5,5,5,3,3,4,3 +102669551,Completed,US,VA,2,3,1,1,5,1,"ROANOKE, Virginia (24018)",1,"ROANOKE, Virginia (24018)",2,4,2,2,1,1,4,3,10,accounting,3,2,3,4,2,4,1,,,,,,3,1,2,3,4,1,2,3,4,1,1,1,3,3,4,4,4,4,4,4,4,4,4,4,4,4 +102672776,Completed,US,VA,2,4,2,7,8,3,"ROANOKE, Virginia (24018)",1,"ROANOKE, Virginia (24014)",5,5,3.6,1,2,4,4,3,16,Resident physician,4,2,2,2,2,4,1,,,,,,3,4,2,1,3,,,,,5,1,1,3,4,2,2,5,4,4,5,5,4,1,3,3,3 +102722145,Completed,US,,2,4,2,7,5,3,"ROANOKE, Virginia (24018)",3,"ROANOKE, Virginia (24018)",2,5,5,2,3,5,5,3,16,Residents physician,4,2,5,3,1,3,1,,,,,,3,1,2,3,4,,,,,4,2,2,3,4,3,2,5,4,4,4,4,4,2,4,2,5 +102728138,Completed,US,VA,2,4,2,7,5,5,"CLOVERDALE, Virginia (24077)",7,,1,5,10,2,2,5,5,4,15,Sub-teacher,2,2,4,1,1,1,1,,,,,,4,4,1,2,3,3,2,1,4,3,1,2,3,5,3,4,5,4,4,5,5,4,3,2,2,4 +102734244,Completed,US,VA,2,4,2,1,2,3,"ROANOKE, Virginia (24018)",3,"ROANOKE, Virginia (24018)",3,1,10,1,2,5,5,3,6,Secretary ,3,1,1,6,1,4,,,,,,1,1,3,4,2,1,4,3,2,1,5,2,2,2,3,3,5,5,4,4,4,5,5,4,3,4,4 +102760052,Completed,US,VA,2,7,2,1,4,6,"FERRUM, Virginia (24088)",7,"RADFORD, Virginia (24141)",5,1,0,1,1,2,2,3,10,Senior Real Estate Title Underwriter,,1,1,3,1,1,1,,,,,,1,,,,,4,3,2,1,1,,,1,1,1,1,1,4,1,4,4,5,1,5,5,1 +102762134,Completed,US,VA,2,6,2,1,5,1,"ROANOKE, Virginia (24016)",1,"ROANOKE, Virginia (24016)",5,5,15,1,1,3,4,2,15,Substitute teacher,3,2,4,2,1,2,1,,,,,,2,1,0,0,0,1,0,0,0,1,1,1,3,3,3,4,4,4,4,5,5,4,5,4,3,4 +102762177,Completed,US,VA,2,4,2,1,8,3,"ROANOKE, Virginia (24018)",1,"ROANOKE, Virginia (24018)",5,5,0,2,2,5,5,3,12,Engineer,4,1,3,4,2,4,1,,,,,,1,1,0,0,0,0,1,0,0,4,2,2,2,4,4,4,5,4,4,5,5,4,5,3,5,5 +102764204,Completed,US,VA,2,3,2,7,6,3,"BOONES MILL, Virginia (24065)",7,"BLACKSBURG, Virginia (24060)",5,,,2,2,2,4,2,12,Graduate Student (Instructor of Record),3,3,2,2,1,4,1,,1,,,,3,4,2,1,3,3,4,1,2,4,3,3,2,4,3,4,2,3,3,5,5,5,3,4,3,4 +102765993,Completed,US,FL,2,3,2,1,5,1,"ROANOKE, Virginia (24016)",1,"ROANOKE, Virginia (24011)",2,5,40,1,3,3,5,2,3,Structural Engineer,3,3,3,5,2,4,1,,,,,,1,2,1,3,4,1,2,3,4,1,2,2,2,3,3,4,2,4,3,3,5,4,4,3,3,4 +102766462,Completed,US,VA,2,4,2,8,2,1,"ROANOKE, Virginia (24016)",7,"CHRISTIANSBURG, Virginia (24073)",5,1,28,1,2,5,5,4,18,Witter and chief help ,3,2,3,6,3,1,1,,,,,,2,1,0,4,0,2,3,1,4,1,,2,2,3,3,5,5,3,3,3,5,2,3,1,4,5 +102786441,Completed,US,VA,2,4,2,7,8,1,"ROANOKE, Virginia (24016)",1,"ROANOKE, Virginia (24016)",1,2,10,2,1,5,5,2,12,Dr,3,3,3,2,1,3,,,1,,,,4,4,1,2,3,4,2,3,1,2,3,3,2,4,3,4,4,2,2,2,5,4,4,2,, +102786946,Completed,US,VA,2,3,1,1,8,1,"ROANOKE, Virginia (24016)",1,"ROANOKE, Virginia (24016)",5,2,3,2,1,1,4,2,4,Architect,3,3,3,2,2,3,,,1,,,,3,1,2,3,4,4,1,2,3,3,2,2,3,4,3,4,4,4,4,4,5,4,4,1,4,5 +102793604,Completed,US,VA,1,4,2,1,2,3,"ROANOKE, Virginia (24018)",3,"ROANOKE, Virginia (24018)",5,5,2,2,1,5,5,4,5,Quality ,4,2,4,1,1,2,1,,,,,,2,4,3,2,1,4,3,2,1,4,2,2,2,4,4,4,4,4,4,4,4,4,4,4,4,3 +102794559,Completed,US,VA,2,4,2,1,5,1,"ROANOKE, Virginia (24001)",2,"ROANOKE, Virginia (24001)",3,3,20,2,2,5,2,2,4,Software engineer ,3,1,2,2,1,3,,,1,1,,,2,3,4,2,1,2,3,1,4,1,2,2,1,3,4,4,3,2,3,3,3,3,3,3,3,3 +102794939,Completed,US,VA,2,3,2,1,6,1,"ROANOKE, Virginia (24016)",1,"ROANOKE, Virginia (24016)",5,4,4,2,2,4,4,4,15,Teaching assistant,4,4,3,3,1,4,,,1,,,,4,1,2,3,4,1,2,3,4,4,2,2,3,4,2,,5,4,5,3,5,4,3,2,3,4 +102797204,Completed,US,VA,2,3,2,1,5,1,"ROANOKE, Virginia (24011)",1,"ROANOKE, Virginia (24011)",5,2,2,2,2,4,5,4,19,Seller,3,2,3,1,2,2,1,,,,,,1,1,2,3,4,1,2,3,4,5,1,1,2,4,3,4,5,5,4,5,5,4,4,4,4,4 +102803870,Completed,US,VA,1,4,2,1,5,2,"SALEM, Virginia (24153)",2,"SALEM, Virginia (24153)",2,1,1,2,1,5,5,4,19,Business owner,4,2,5,2,2,3,1,,,,,,4,1,2,3,4,3,2,1,4,4,1,1,2,5,4,4,5,5,2,4,5,5,5,4,5,5 +103014306,Completed,US,VA,2,4,2,1,6,3,"ROANOKE, Virginia (24018)",3,"ROANOKE, Virginia (24018)",4,1,3,1,3,5,5,4,19,Hair stylist ,2,2,4,1,1,1,1,,,,,,2,3,2,1,4,2,3,1,4,3,2,1,3,3,3,3,4,5,4,4,5,4,4,3,4,4 +103033915,Completed,US,VA,1,5,2,1,6,3,"ROANOKE, Virginia (24018)",1,"ROANOKE, Virginia (24017)",5,1,6,1,3,5,5,3,7,Manager ,4,2,4,6,1,1,1,,,,,,2,1,0,0,0,1,0,0,0,1,1,1,2,1,1,1,4,4,4,4,4,4,4,4,4,4 +103231839,Completed,US,VA,1,4,2,1,1,3,"ROANOKE, Virginia (24018)",3,"ROANOKE, Virginia (24018)",3,1,3,1,2,5,5,2,18,Petra grill,3,1,4,1,1,3,1,,,,,,4,2,3,1,4,1,3,2,4,1,2,2,1,3,5,3,3,4,2,4,5,5,5,5,2,2 +103233631,Completed,US,VA,1,3,2,7,2,3,"ROANOKE, Virginia (24018)",1,"ROANOKE, Virginia (24017)",5,2,12,1,1,3,5,3,7,Owner,4,3,5,1,1,2,1,,,,,,4,4,3,2,1,4,3,2,1,1,3,3,3,3,3,3,3,4,1,2,5,3,1,4,5,5 +103233677,Completed,US,VA,1,3,2,4,5,1,"ROANOKE, Virginia (24018)",1,,5,1,3,2,1,2,5,3,7,Casher,4,2,2,1,2,,,,,,,,3,3,2,1,4,,,,,3,2,2,2,,,,,,,,,,,,, +103234183,Completed,US,VA,1,5,2,1,5,3,"ROANOKE, Virginia (24018)",,,5,1,2,1,3,5,5,3,7,Owner,2,2,3,1,1,2,1,,,,,,2,2,3,1,4,3,2,4,1,3,1,1,3,3,4,4,4,4,4,4,4,4,4,2,4,4 +103234396,Completed,US,VA,1,7,2,7,7,3,"ROANOKE, Virginia (24018)",7,"BOSTON, Massachusetts (02115)",5,5,0,1,3,2,5,4,15,Adjunct Faculty ,3,1,1,5,2,5,,,,,,1,4,0,0,1,0,0,0,1,0,1,2,2,3,4,1,4,4,4,3,3,5,5,3,4,4,5 +103235794,Completed,US,NC,1,5,2,2,5,3,"ROANOKE, Virginia (24019)",3,"ROANOKE, Virginia (24019)",5,5,0,1,3,5,5,3,5,Software développer ,3,4,2,3,2,5,1,,,,,,1,3,4,2,1,2,3,4,1,2,1,2,2,3,2,2,3,3,1,5,5,4,3,3,4,3 +103244521,Completed,US,VA,2,6,2,1,2,5,"BEDFORD, Virginia (24523)",4,"BEDFORD, Virginia (24523)",5,2,10,2,1,5,2,3,16,Charge Nurse,3,2,5,6,1,1,1,,,,,,2,3,4,2,1,,,,,3,3,3,1,4,4,4,5,4,1,1,5,5,5,5,5,2 +103741008,Completed,US,IL,2,4,2,1,8,1,"ROANOKE, Virginia (24016)",1,"ROANOKE, Virginia (24016)",5,5,0,2,2,5,5,1,15,Researcher,3,1,1,3,2,5,,,,,,1,4,1,2,3,4,1,2,3,4,5,1,1,3,4,4,4,4,4,4,4,5,5,5,1,4,4 +103806043,Completed,US,WI,2,4,2,7,6,2,"SALEM, Virginia (24153)",2,"SALEM, Virginia (24153)",5,5,2,2,2,4,4,2,15,Graduate assistant,2,3,4,4,2,4,,,1,,,,4,4,1,2,3,4,1,2,3,4,2,2,3,4,2,4,5,5,3,4,5,5,4,1,4,3 +103809111,Completed,US,WI,2,3,1,1,8,1,"ROANOKE, Virginia (24016)",1,"ROANOKE, Virginia (24016)",5,3,3,2,1,1,1,1,16,RN,3,3,4,2,1,3,,,1,,1,,3,1,2,3,4,1,2,3,4,2,2,1,1,3,3,3,3,3,5,3,3,3,3,3,3,3 +103813541,Completed,US,WI,2,3,2,1,8,,,,,5,5,3,2,2,2,4,3,16,Postdoctoral Fellow,,4,2,3,1,4,1,,,,,,1,3,1,2,4,3,2,1,4,5,2,2,3,3,2,2,5,5,1,5,5,3,1,1,3,3 +103994754,Completed,US,WI,2,3,2,1,5,,"MADISON, Wisconsin (53705)",1,"MADISON, Wisconsin (53719)",5,2,2.5,2,3,5,5,2,15,Teacher,4,2,4,2,1,3,1,,,,,,2,1,0,0,0,0,0,1,0,1,1,3,2,3,3,3,4,4,3,3,5,4,4,3,5,4 +104569675,Completed,US,CA,1,3,1,5,5,1,"POSEYVILLE, Indiana (47633)",1,"POSEYVILLE, Indiana (47633)",2,2,30,2,,3,5,2,6,Sales Manager sale,2,3,4,4,3,4,,,,1,,,1,1,2,0,0,1,0,0,0,3,1,1,1,4,4,4,4,3,5,5,5,4,3,3,3,5 +104570142,Completed,US,LA,2,3,4,1,2,1,"EAST HARTFORD, Connecticut (06108)",2,"EAST HARTFORD, Connecticut (06108)",3,3,5,1,2,3,5,1,7,Cashier,1,2,2,3,2,4,,,1,,,,2,1,2,4,3,2,1,3,4,3,1,1,1,3,4,3,2,2,3,3,3,2,3,3,3,3 +104588377,Completed,US,VA,1,3,1,1,5,3,"ROANOKE, Illinois (61561)",3,"ROANOKE, Illinois (61561)",4,2,15,1,3,5,5,2,4,Safety officer,4,2,3,1,2,3,1,,,,,,4,2,1,3,4,2,1,3,4,3,2,2,2,2,4,4,4,3,2,2,5,4,5,4,4,5 +104588916,Completed,US,VA,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +104589652,Completed,US,,2,4,2,5,6,5,,5,,4,3,10,1,1,3,4,3,5,Welding worker,4,1,4,4,2,4,1,,1,,,,3,1,3,4,2,1,3,4,2,4,2,2,1,4,5,4,5,4,4,4,4,4,4,4,4,5 +104589877,Completed,LT,,1,3,2,1,5,1,"ROANOKE, Virginia (24012)",1,"ROANOKE, Virginia (24012)",5,3,3,1,3,4,5,2,5,manager,3,3,4,2,2,4,1,1,1,,,,3,1,2,3,4,2,1,3,4,3,2,3,2,2,2,4,3,4,4,4,4,4,4,4,4,4 +104589879,Completed,PS,,1,3,2,1,5,1,"ROANOKE, Virginia (24012)",1,"ROANOKE, Virginia (24012)",5,3,3,1,3,4,5,2,5,experience,3,3,4,2,2,4,1,1,1,,,,3,1,2,3,4,2,1,3,4,3,2,3,2,2,2,4,3,4,4,4,4,4,4,4,4,4 +104589881,Completed,US,TX,1,3,2,1,5,1,"ROANOKE, Virginia (24012)",1,"ROANOKE, Virginia (24012)",5,3,3,1,3,4,5,2,5,manager,3,3,4,2,2,4,1,1,1,,,,3,1,2,3,4,2,1,3,4,3,2,3,2,2,2,4,3,4,4,4,4,4,4,4,4,4 +104589885,Completed,AU,,1,3,2,1,5,1,"ROANOKE, Virginia (24012)",1,"ROANOKE, Virginia (24012)",5,3,3,1,3,4,5,2,5,manager,3,3,4,2,2,4,1,1,1,,,,3,1,2,3,4,2,1,3,4,3,2,3,2,2,2,4,3,4,4,4,4,4,4,4,4,4 +104589949,Started,US,FL,1,2,2,1,,1,"SANTA ANA, California (92704)",3,"SANTA ANA, California (92705)",2,2,5,1,2,4,2,2,10,wefew,1,3,3,2,2,2,,,,1,,,2,2,3,1,4,1,3,2,4,3,2,2,2,4,4,4,4,5,4,5,4,4,3,5,4,4 +104589952,Completed,GB,STN,1,3,2,2,3,6,"MORTON, Pennsylvania (19070)",6,"MORTON, Pennsylvania (19070)",4,3,8,2,2,3,4,2,5,Cement mason,3,2,3,2,2,4,,,1,,,,3,1,2,3,4,1,2,3,4,2,1,1,1,4,4,3,3,4,5,4,5,5,5,5,5,5 +104589999,Completed,US,TX,1,3,2,5,5,4,"FALLS CHURCH, Virginia (22042)",1,"FALLS CHURCH, Virginia (22042)",4,3,12,1,3,5,5,3,10,manager,4,3,4,2,1,4,1,,,,,,3,2,1,3,4,3,2,1,4,2,2,3,2,4,2,3,3,3,4,3,4,4,3,3,3,4 +104590266,Completed,US,PA,2,3,2,1,5,1,"ROANOKE, Virginia (24011)",1,"ROANOKE, Virginia (24011)",2,3,50,1,2,2,3,2,5,manager,3,4,3,4,2,4,1,,1,1,,,1,1,2,3,4,3,2,1,4,3,2,2,1,2,2,3,2,2,3,4,4,4,4,5,4,3 +104590451,Started,US,VA,1,3,2,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +104590553,Completed,US,GA,1,3,1,3,5,3,"BAY SAINT LOUIS, Mississippi (39520)",3,,3,2,9,1,3,3,4,3,7,manager,4,2,3,4,2,4,1,,,,,,4,1,2,3,4,1,3,2,4,2,2,2,1,5,5,5,4,4,4,5,5,4,4,4,5,5 +104590604,Completed,PS,,1,3,2,1,5,1,"ROANOKE, Virginia (24012)",1,"ROANOKE, Virginia (24012)",5,3,4,1,3,4,5,2,5,manager,3,3,4,4,2,4,1,1,1,,,,3,1,2,3,4,4,3,1,2,4,2,3,2,4,2,4,3,4,4,4,4,4,4,3,4,4 +104590605,Completed,US,,1,3,2,1,5,1,"ROANOKE, Virginia (24012)",1,"ROANOKE, Virginia (24012)",5,3,4,1,3,4,5,2,5,manager,3,3,4,4,2,4,1,1,1,,,,3,1,2,3,4,4,3,1,2,4,2,3,2,4,2,4,3,4,4,4,4,4,4,3,4,4 +104590606,Completed,IR,,1,3,2,1,5,1,"ROANOKE, Virginia (24012)",1,"ROANOKE, Virginia (24012)",5,3,4,1,3,4,5,2,5,experience,3,3,4,4,2,4,1,1,1,,,,3,1,2,3,4,4,3,1,2,4,2,3,2,4,2,4,3,4,4,4,4,4,4,3,4,4 +104590607,Completed,AU,,1,3,2,1,5,1,"ROANOKE, Virginia (24012)",1,"ROANOKE, Virginia (24012)",5,3,4,1,3,4,5,2,5,manager,3,3,4,4,2,4,1,1,1,,,,3,1,2,3,4,4,3,1,2,4,2,3,2,4,2,4,3,4,4,4,4,4,4,3,4,4 +104590608,Completed,US,,2,3,2,1,5,1,"ROANOKE, Virginia (24012)",,"ROANOKE, Virginia (24012)",5,,,2,3,,,3,,,,3,4,5,3,5,1,1,1,,,,1,1,2,3,4,4,3,1,2,4,2,3,2,4,2,4,4,4,4,4,4,4,4,3,4,4 +104590609,Completed,US,,1,3,2,1,5,1,"ROANOKE, Virginia (24012)",,"ROANOKE, Virginia (24012)",5,3,4,1,3,4,5,2,5,experience,3,3,4,4,2,4,1,1,1,,,,3,1,2,3,4,4,3,1,0,4,2,3,2,4,2,4,4,4,4,4,4,4,4,3,4,4 +104590610,Completed,RS,,1,3,2,1,5,1,"ROANOKE, Virginia (24012)",1,"ROANOKE, Virginia (24012)",5,3,4,1,3,4,5,2,5,manager,3,3,4,4,2,4,1,1,1,,,,3,1,2,3,4,4,3,1,2,4,2,3,2,4,2,4,4,4,4,4,4,4,4,3,4,4 +104590611,Completed,US,,1,3,2,1,5,1,"ROANOKE, Virginia (24012)",,"ROANOKE, Virginia (24012)",5,3,4,1,3,4,5,2,5,manager,3,3,4,4,2,4,1,1,1,,,,3,1,2,3,4,4,3,1,2,4,2,3,2,4,2,4,4,4,4,4,4,4,4,3,4,4 +104590613,Completed,US,,1,3,2,1,6,1,"ROANOKE, Virginia (24012)",1,"ROANOKE, Virginia (24012)",5,3,5,1,3,4,5,2,5,experience,4,2,4,4,2,4,1,1,1,,,,3,1,2,3,4,4,3,1,2,4,2,3,2,4,2,4,4,4,4,4,4,4,4,3,4,4 +104590614,Completed,US,,1,3,2,1,6,1,"ROANOKE, Virginia (24012)",1,"ROANOKE, Virginia (24012)",5,3,5,1,3,4,5,2,5,manager,4,2,4,4,2,4,1,1,1,,,,3,1,2,3,4,4,3,1,2,4,2,3,2,4,2,4,4,4,4,4,4,4,4,3,4,4 +104590615,Completed,US,,1,3,2,1,6,1,"ROANOKE, Virginia (24012)",1,"ROANOKE, Virginia (24012)",5,3,5,1,3,4,5,2,5,manager,4,2,4,4,2,4,1,1,1,,,,3,1,2,3,4,4,3,1,2,4,2,3,2,4,2,4,4,4,4,4,4,4,4,3,4,4 +104590617,Completed,AU,VIC,1,3,2,1,6,1,"ROANOKE, Virginia (24012)",1,"ROANOKE, Virginia (24012)",5,3,5,1,3,4,5,2,5,manager,4,2,4,4,2,4,1,1,1,,,,3,1,2,3,4,4,3,1,2,4,2,3,2,4,2,4,4,4,4,4,4,4,4,3,4,4 +104590618,Completed,US,,2,3,2,1,6,1,"ROANOKE, Virginia (24012)",1,"ROANOKE, Virginia (24012)",5,3,5,1,3,4,5,2,5,experience,4,2,4,4,2,4,1,1,1,,,,1,1,2,3,4,4,3,1,2,4,2,3,1,4,2,4,4,4,4,4,4,4,4,3,4,4 +104590619,Completed,US,VA,2,3,2,1,6,1,"ROANOKE, Virginia (24012)",1,"ROANOKE, Virginia (24012)",5,3,5,1,3,4,5,2,5,manager,4,2,4,4,2,4,1,1,1,,,,1,1,2,3,4,4,3,1,2,4,2,3,1,4,2,4,4,4,4,4,4,4,4,3,4,4 +104590620,Completed,US,,2,3,2,1,6,1,"ROANOKE, Virginia (24012)",1,"ROANOKE, Virginia (24012)",5,3,5,1,3,4,5,2,5,manager,4,2,4,4,2,4,1,1,1,,,,1,1,2,3,4,4,3,1,2,4,2,3,1,4,2,4,4,4,4,4,4,4,4,3,4,4 +104590621,Completed,US,,2,3,2,1,6,1,"ROANOKE, Virginia (24012)",1,"ROANOKE, Virginia (24012)",5,3,5,1,3,4,5,2,5,manager,4,2,4,4,2,4,1,1,1,,,,1,1,2,3,4,4,3,1,2,4,2,3,1,4,2,4,4,4,4,4,4,4,4,3,4,4 +104590622,Completed,PS,NBS,2,3,2,1,6,1,"ROANOKE, Virginia (24012)",1,"ROANOKE, Virginia (24012)",5,3,2,1,3,4,5,2,5,manager,4,2,4,4,2,4,1,1,1,,,,1,1,2,3,4,4,3,1,2,4,2,3,1,4,2,4,4,4,4,4,4,4,4,3,4,4 +104590623,Completed,HU,,2,3,2,1,6,1,"ROANOKE, Virginia (24012)",1,"ROANOKE, Virginia (24012)",5,3,2,1,3,4,5,2,5,manager,4,2,4,4,2,4,1,1,1,,,,1,1,2,3,4,4,3,1,2,4,2,3,1,4,2,4,4,4,4,4,4,4,4,3,4,4 +104590624,Completed,US,VA,2,3,2,1,6,1,"ROANOKE, Virginia (24012)",1,"ROANOKE, Virginia (24012)",5,3,2,1,3,4,5,2,5,experience,4,2,4,4,2,4,1,1,1,,,,1,1,2,3,4,4,3,1,2,4,2,3,1,4,2,4,4,4,4,4,4,4,4,3,4,4 +104590625,Completed,US,,2,3,2,1,6,1,"ROANOKE, Virginia (24012)",1,"ROANOKE, Virginia (24012)",5,3,2,1,3,4,5,2,5,manager,4,2,4,4,2,4,1,1,1,,,,1,1,2,3,4,4,3,1,2,4,2,3,1,4,2,4,4,4,4,4,4,4,4,3,4,4 +104590911,Completed,US,NY,1,3,2,1,2,4,"ELK GROVE, California (95624)",4,"ELK GROVE, California (95624)",3,3,30,1,2,3,4,2,4,supervisor,3,3,3,3,2,4,1,1,1,,,,3,1,2,3,4,1,2,3,4,3,2,2,2,3,4,3,4,3,4,3,3,3,3,3,3,3 +104590938,Completed,US,MI,2,3,2,1,5,,"PHILADELPHIA, Pennsylvania (19108)",1,,1,2,30,1,2,3,4,2,,,3,1,2,2,2,4,1,,,,,,1,1,0,0,0,1,0,0,0,3,1,1,2,2,3,3,4,3,5,3,5,3,3,3,4,5 +104591028,Completed,US,NY,1,3,2,2,5,4,"CRAIG, Colorado (81625)",4,"CRAIG, Colorado (81625)",2,2,5,2,3,4,5,2,4,accounting,3,3,2,3,3,4,,,,1,,,3,2,3,1,4,1,2,3,4,3,2,2,2,4,3,4,3,4,4,4,4,4,4,3,3,5 +104591105,Completed,US,IL,1,3,2,2,5,4,"DELAWARE, Ohio (43015)",3,"DELAWARE, Ohio (43015)",2,2,,1,1,3,2,1,5,CIO,2,1,2,3,2,4,,1,,,,,2,1,4,3,2,2,3,1,4,2,2,1,1,4,5,4,4,5,4,4,5,4,4,3,4,4 +104591106,Completed,US,NY,1,3,2,2,5,4,"NEW YORK, New York (10118)",3,"NEW YORK, New York (10118)",2,2,10,1,1,3,2,1,5,CIO,2,1,2,3,2,4,,1,,,,,2,1,4,3,2,2,3,1,4,2,2,1,1,4,5,4,4,5,4,4,5,4,4,3,4,4 +104591108,Completed,US,NJ,1,3,2,2,5,4,"SAN FRANCISCO, California (94142)",3,"SAN FRANCISCO, California (94142)",2,2,10,1,1,3,2,1,5,CIO,2,1,2,3,2,4,,1,,,,,2,1,4,3,2,2,3,1,4,2,2,1,1,4,5,4,4,5,4,4,5,4,4,3,4,4 +104591109,Completed,RO,,1,3,2,2,5,4,"SAN FRANCISCO, California (94105)",3,"SAN FRANCISCO, California (94105)",2,2,10,1,1,3,2,1,5,CIO,2,1,2,3,2,4,,1,,,,,2,1,4,3,2,2,3,1,4,2,2,1,1,4,5,4,4,5,4,4,5,4,4,3,4,4 +104591110,Completed,US,NC,1,3,2,2,5,4,"NEW YORK, New York (10004)",3,"NEW YORK, New York (10004)",2,2,10,1,1,3,2,1,5,CIO,2,1,2,3,2,4,,1,,,,,2,1,4,3,2,2,3,1,4,2,2,1,1,4,5,4,4,5,4,4,5,4,4,3,4,4 +104591330,Completed,US,TX,1,3,2,1,5,3,"SAN FRANCISCO, California (94142)",1,"SAN FRANCISCO, California (94142)",1,2,,1,2,3,2,1,1,CIO,2,2,2,2,2,4,,1,,,,,1,1,4,3,2,2,3,4,1,2,1,1,1,2,2,2,3,4,4,4,5,4,5,3,5,4 +104591331,Completed,US,TX,1,5,2,1,5,3,"ASHBURN, Virginia (20147)",2,"ASHBURN, Virginia (20147)",3,4,10,1,2,3,2,2,12,CEO,2,3,4,3,2,4,1,,,,,,1,2,3,4,1,3,2,1,4,2,1,1,1,3,1,2,3,4,4,4,5,4,3,4,5,4 +104591332,Completed,US,KY,1,3,2,1,5,3,"TAMPA, Florida (33614)",1,"TAMPA, Florida (33614)",1,2,10,1,2,3,2,1,1,CIO,2,2,2,1,2,4,,1,,,,,1,1,4,3,2,2,3,4,1,2,1,1,1,2,2,2,3,4,4,4,5,4,5,3,5,4 +104591333,Completed,US,AZ,1,4,2,1,6,5,"CHICAGO, Illinois (60666)",1,"CHICAGO, Illinois (60666)",2,3,,2,2,3,3,3,2,CFO,3,1,3,1,3,4,,,1,,,,2,3,2,4,1,2,4,3,1,3,2,2,1,2,3,3,3,5,4,4,4,4,5,3,4,4 +104591334,Completed,US,NE,1,4,2,1,6,5,"SAN FRANCISCO, California (94142)",1,"SAN FRANCISCO, California (94142)",2,3,10,2,2,3,3,3,2,CFO,3,1,3,1,3,4,,,1,,,,2,3,2,4,1,2,4,3,1,3,2,2,1,2,3,3,3,5,4,4,4,4,5,3,4,4 +104591335,Completed,US,CA,1,3,2,1,5,3,"WILMINGTON, Delaware (19801)",1,"WILMINGTON, Delaware (19801)",1,2,10,1,2,3,2,1,1,CIO,2,2,2,2,2,4,,1,,,,,1,1,4,3,2,2,3,4,1,2,1,1,1,2,2,2,3,4,4,4,5,4,5,3,5,4 +104591336,Completed,US,NY,1,5,2,1,5,3,"WOODBRIDGE, Virginia (22193)",2,"WOODBRIDGE, Virginia (22193)",3,4,10,1,2,3,2,2,12,CEO,2,3,4,3,2,4,1,,,,,,1,2,3,4,1,3,2,1,4,2,1,1,1,3,1,2,3,4,4,4,5,4,3,4,5,4 +104591337,Completed,US,CA,1,5,2,1,5,3,"WILMINGTON, North Carolina (28403)",2,"WILMINGTON, North Carolina (28403)",3,4,10,1,2,3,2,2,12,CEO,2,3,4,3,2,4,1,,,,,,1,2,3,4,1,3,2,1,4,2,1,2,1,2,1,2,3,4,4,4,5,4,3,4,5,4 +104591338,Completed,US,GA,1,4,2,1,6,5,"TITUSVILLE, Florida (32780)",1,"TITUSVILLE, Florida (32780)",2,3,10,2,2,3,3,3,2,CFO,3,1,3,1,3,4,,,1,,,,2,3,2,4,1,2,4,3,1,3,2,2,1,2,3,3,3,5,4,4,4,4,5,3,4,4 +104591339,Completed,US,MA,1,4,2,1,6,5,"NEW YORK, New York (10004)",1,"NEW YORK, New York (10004)",2,3,10,2,2,3,3,3,2,CFO,3,1,3,5,3,1,,,,,,,2,3,2,4,1,2,4,3,1,3,2,2,1,2,3,3,3,5,4,4,4,4,5,3,4,4 +104591340,Completed,US,NY,1,3,2,1,5,3,"HOLLYWOOD, Florida (33025)",2,"HOLLYWOOD, Florida (33025)",1,2,10,1,2,3,2,1,1,CIO,2,2,2,2,2,4,,1,,,,,1,1,4,3,2,2,3,4,1,2,1,1,1,2,2,2,3,4,4,4,5,4,5,3,5,4 +104591341,Completed,US,NV,1,4,2,1,6,5,"SAN FRANCISCO, California (94103)",1,"SAN FRANCISCO, California (94103)",2,3,10,2,2,3,3,3,2,CFO,3,1,3,1,3,4,,,1,,,,2,3,2,4,1,2,4,3,1,3,2,2,1,2,3,3,3,5,4,4,4,4,5,3,4,4 +104591342,Completed,US,CA,2,4,2,1,6,4,"CHARLOTTE, North Carolina (28202)",4,"CHARLOTTE, North Carolina (28202)",3,2,10,1,2,3,1,2,13,CIO,1,3,3,2,1,4,,1,,,,,1,2,4,1,3,3,1,4,2,2,1,1,1,2,2,1,4,4,5,4,3,4,5,4,4,4 +104591343,Completed,US,FL,1,5,2,1,5,3,"NEW YORK, New York (10118)",2,"NEW YORK, New York (10118)",3,4,,1,2,3,2,2,12,CEO,2,3,4,3,2,4,1,,,,,,1,2,3,4,1,3,2,1,4,2,1,1,1,3,1,2,3,4,4,4,5,4,3,4,5,4 +104591344,Completed,US,NY,1,3,2,1,5,3,"SAN FRANCISCO, California (94142)",2,"SAN FRANCISCO, California (94142)",1,2,10,1,2,3,2,1,1,CIO,2,2,2,2,2,4,,1,,,,,1,1,4,3,2,2,3,4,1,2,1,1,1,2,2,2,3,4,4,4,5,4,5,3,5,4 +104591345,Completed,US,KS,2,6,2,1,5,3,"AVON, Colorado (81620)",5,"AVON, Colorado (81620)",2,2,10,1,2,3,1,2,7,CEO,2,1,3,3,3,4,1,,,,,,2,2,3,4,1,2,3,1,4,2,2,2,1,2,4,3,4,4,4,4,5,3,4,5,4,4 +104591346,Completed,US,CA,2,6,2,1,5,3,"SAN FRANCISCO, California (94103)",5,"SAN FRANCISCO, California (94103)",2,2,10,1,2,3,1,2,7,CEO,2,1,3,3,3,4,1,,,,,,2,2,3,4,1,2,3,1,4,2,2,2,1,2,4,3,4,4,4,4,5,3,4,5,4,4 +104591347,Completed,US,VA,2,6,2,1,5,3,"ASHBURN, Virginia (20149)",5,"ASHBURN, Virginia (20149)",2,2,,1,2,3,1,2,7,CEO,2,1,3,3,3,4,1,,,,,,2,2,3,4,1,2,3,1,4,2,2,2,1,2,4,3,4,4,4,4,5,3,4,5,4,4 +104591349,Completed,US,FL,2,6,2,1,5,3,"NEW YORK, New York (10004)",5,"NEW YORK, New York (10004)",2,2,10,1,2,3,1,2,7,CEO,2,1,3,3,3,4,1,,,,,,2,2,3,4,1,2,3,1,4,2,2,2,1,2,4,3,4,4,4,4,5,3,4,5,4,4 +104591350,Completed,US,CA,2,5,2,1,5,2,"SAN FRANCISCO, California (94142)",5,"SAN FRANCISCO, California (94142)",3,3,10,2,2,3,2,3,12,CFO,2,3,4,4,1,4,1,,,,,,1,4,1,3,2,3,4,2,1,3,2,2,1,3,3,3,4,5,4,4,5,4,5,4,3,4 +104591351,Completed,US,GA,2,5,2,1,5,2,"JEFFERSON, North Carolina (28640)",5,"JEFFERSON, North Carolina (28640)",3,3,,2,2,3,2,3,12,CFO,2,3,4,4,1,4,1,,,,,,1,4,1,3,2,3,4,2,1,3,2,2,1,3,3,3,4,5,4,4,5,4,5,4,3,4 +104591352,Completed,US,OR,2,5,2,1,5,2,"SAN FRANCISCO, California (94142)",5,"SAN FRANCISCO, California (94142)",3,3,10,2,2,3,2,3,12,CFO,2,3,4,4,1,4,1,,,,,,1,4,1,3,2,3,4,2,1,3,2,2,1,3,3,3,4,5,4,4,5,4,5,4,3,4 +104591353,Completed,US,VA,2,4,2,1,6,4,"RESTON, Virginia (20191)",4,"RESTON, Virginia (20191)",3,2,10,1,2,3,1,2,13,CIO,1,3,3,2,1,4,,1,,,,,1,2,4,1,3,3,1,4,2,2,1,1,1,2,2,1,4,4,5,4,3,4,5,4,4,4 +104591354,Completed,US,,1,5,2,1,5,3,"NEW YORK, New York (10118)",2,"NEW YORK, New York (10118)",3,4,10,1,2,3,2,2,12,CEO,2,3,4,3,2,4,1,,,,,,1,2,3,4,1,3,2,1,4,2,1,1,1,3,1,2,3,4,4,4,5,4,3,4,5,4 +104591355,Completed,US,GA,2,4,2,1,6,4,"SAN FRANCISCO, California (94142)",4,"SAN FRANCISCO, California (94142)",3,2,10,1,2,3,1,2,13,CIO,1,3,3,2,1,4,,1,,,,,1,2,4,1,3,3,1,4,2,2,1,1,1,2,2,1,4,4,5,4,3,4,5,4,4,4 +104591356,Completed,US,NC,2,5,2,1,5,2,"MESA, Arizona (85210)",5,"MESA, Arizona (85210)",3,3,10,2,2,3,2,3,12,CFO,2,3,4,4,1,4,1,,,,,,1,4,1,3,2,3,4,2,1,3,2,2,1,3,3,3,4,5,4,4,5,4,5,4,3,4 +104591357,Completed,US,IA,2,4,2,1,6,4,"RACELAND, Louisiana (70394)",4,"RACELAND, Louisiana (70394)",3,2,,1,2,3,1,2,13,CIO,1,3,3,2,1,4,,1,,,,,1,2,4,1,3,3,1,4,2,2,1,1,1,2,2,1,4,4,5,4,3,4,5,4,4,4 +104591358,Completed,US,OH,2,4,2,1,6,4,"METAIRIE, Louisiana (70001)",4,"METAIRIE, Louisiana (70001)",3,2,10,1,2,3,1,2,13,CIO,1,3,3,2,1,4,,1,,,,,1,2,4,1,3,3,1,4,2,2,1,1,1,2,2,1,4,4,5,4,3,4,5,4,4,4 +104591359,Completed,US,KY,1,5,2,1,5,3,"RICHMOND, Virginia (23235)",2,"RICHMOND, Virginia (23235)",3,4,10,1,2,3,2,2,12,CEO,2,3,4,3,2,4,1,,,,,,1,2,3,4,1,3,2,1,4,2,1,1,1,3,1,2,3,4,4,4,5,4,3,4,5,4 +104591360,Completed,US,NY,2,4,2,1,6,4,"SAN FRANCISCO, California (94142)",4,"SAN FRANCISCO, California (94142)",3,2,10,1,2,3,1,2,13,CIO,1,3,3,2,1,4,,1,,,,,1,2,4,1,3,3,1,4,2,2,1,1,1,2,2,1,4,4,5,4,3,4,5,4,4,4 +104591361,Completed,US,MA,2,6,2,1,5,3,"EITZEN, Minnesota (55931)",5,"EITZEN, Minnesota (55931)",2,2,10,1,2,3,1,2,7,CEO,2,1,3,3,3,4,1,,,,,,2,2,3,4,1,2,3,1,4,2,2,2,1,2,4,3,4,4,4,4,5,3,4,5,4,4 +104591363,Completed,US,OH,2,3,2,1,5,4,"OPA LOCKA, Florida (33055)",3,"OPA LOCKA, Florida (33055)",2,3,10,2,2,3,3,1,18,COO,3,2,3,3,2,5,1,,,,,,2,2,3,1,4,1,4,2,3,2,2,2,1,3,3,3,4,4,4,5,4,4,3,4,4,5 +104591364,Completed,US,GA,2,3,2,1,5,4,"NEW YORK, New York (10004)",3,"NEW YORK, New York (10004)",2,3,,2,2,3,3,1,18,COO,3,2,3,3,2,5,1,,,,,,2,2,3,1,4,1,4,2,3,2,2,2,1,3,3,3,4,4,4,5,4,4,3,4,4,5 +104591365,Completed,US,FL,2,3,2,1,5,4,"SIOUX FALLS, South Dakota (57101)",3,"SIOUX FALLS, South Dakota (57101)",2,3,10,2,2,3,3,1,18,COO,3,2,3,3,2,5,1,,,,,,2,2,3,1,4,1,4,2,3,2,2,3,1,3,3,3,4,4,4,5,4,4,3,4,4,5 +104591366,Completed,US,PA,2,3,2,1,5,4,"SAN FRANCISCO, California (94142)",3,"SAN FRANCISCO, California (94142)",2,3,10,2,2,3,3,1,18,COO,3,2,3,2,2,5,1,,,,,,2,2,3,1,4,1,4,2,3,2,2,3,1,3,3,3,4,4,4,5,4,4,3,4,4,5 +104591367,Completed,US,,2,5,2,1,5,2,"HERNDON, Virginia (20170)",5,"HERNDON, Virginia (20170)",3,3,10,2,2,3,2,3,12,CFO,2,3,4,4,1,4,1,,,,,,1,4,1,3,2,3,4,2,1,3,2,2,1,3,3,3,4,5,4,4,5,4,5,4,3,4 +104591368,Completed,US,FL,2,3,2,1,5,4,"MC BEE, South Carolina (29101)",3,"MC BEE, South Carolina (29101)",2,3,10,2,2,3,3,1,18,COO,3,2,3,3,2,5,1,,,,,,2,2,3,1,4,1,4,2,3,2,2,2,1,2,3,3,4,4,4,5,4,4,3,4,4,5 +104591369,Completed,US,CA,2,3,2,1,5,4,"SAN FRANCISCO, California (94107)",3,"SAN FRANCISCO, California (94107)",2,3,10,2,2,3,3,1,18,COO,3,2,3,3,2,5,1,,,,,,2,2,3,1,4,1,4,2,3,2,2,2,1,3,3,3,4,4,4,5,4,4,3,4,4,5 +104591370,Completed,US,IN,1,3,2,1,5,3,"SAN FRANCISCO, California (94119)",2,"SAN FRANCISCO, California (94119)",1,2,10,1,2,3,2,1,1,CIO,2,2,2,2,2,4,,1,,,,,1,1,4,3,2,2,3,4,1,2,1,1,1,2,2,2,3,4,4,4,5,4,5,3,5,4 +104591471,Completed,US,,2,3,2,3,5,4,"CRAIG, Colorado (81626)",4,"CRAIG, Colorado (81626)",4,2,15,1,2,2,4,3,8,employee,3,3,4,2,2,4,1,,,,,,4,4,3,2,1,4,3,2,1,2,2,2,1,5,3,5,3,3,4,2,4,5,5,2,4,4 +104591750,Completed,US,IL,1,3,1,2,3,4,"TOLEDO, Ohio (43614)",4,"TOLEDO, Ohio (43614)",3,2,3,2,3,3,5,2,15,教练,3,3,3,3,2,5,,,1,,,,2,1,2,3,4,1,2,4,3,4,2,2,2,3,3,3,4,2,2,3,4,3,3,3,3,3 +104591814,Completed,US,CO,1,3,2,3,2,3,"CHICAGO, Illinois (60606)",3,"CHICAGO, Illinois (60606)",2,2,50,1,2,2,2,2,8,manager,2,1,2,2,1,4,,,,1,,,1,1,2,3,4,3,1,2,4,3,1,1,1,3,5,4,4,5,4,5,5,4,5,5,4,5 +104591815,Completed,US,IL,1,3,2,3,2,3,"CHICAGO, Illinois (60606)",3,"CHICAGO, Illinois (60606)",2,2,50,1,2,2,2,2,8,manager,2,1,2,2,1,4,,,,1,,,1,1,2,3,4,3,1,2,4,3,1,1,1,3,5,4,4,5,4,5,5,4,5,5,4,5 +104591816,Completed,US,CA,1,3,2,3,2,3,"CHICAGO, Illinois (60606)",3,"CHICAGO, Illinois (60606)",2,2,50,1,2,2,2,2,8,manager,2,1,2,2,1,4,,,,1,,,1,1,2,3,4,3,1,2,4,3,1,1,1,3,5,4,4,5,4,5,5,4,5,5,4,5 +104591817,Completed,US,TX,1,3,2,3,2,3,"CHICAGO, Illinois (60606)",3,"CHICAGO, Illinois (60606)",2,2,50,1,2,2,2,2,8,manager,2,1,2,2,1,4,,,,1,,,1,1,2,3,4,3,1,2,4,3,1,1,1,3,5,4,4,5,4,5,5,4,5,5,4,5 +104591818,Completed,US,ID,1,3,2,3,2,3,"CHICAGO, Illinois (60606)",3,"CHICAGO, Illinois (60606)",2,2,50,1,2,2,2,2,8,manager,2,1,2,2,1,4,,,,1,,,1,1,2,3,4,3,1,2,4,3,1,1,1,3,5,4,4,5,4,5,5,4,5,5,4,5 +104591828,Completed,US,MN,,2,1,3,2,3,"CHICAGO, Illinois (60606)",3,"CHICAGO, Illinois (60606)",2,2,50,1,2,2,2,2,8,manager,2,1,2,2,1,4,,,,1,,,1,1,2,3,4,3,1,2,4,3,1,1,1,3,5,4,4,5,4,5,5,4,5,5,4,5 +104591912,Completed,US,FL,1,3,1,2,5,4,"PORT DEPOSIT, Maryland (21904)",4,"PORT DEPOSIT, Maryland (21904)",5,3,18,2,3,5,5,2,5,operator,4,2,2,1,1,2,,1,1,,,,4,4,3,2,1,4,1,2,3,4,2,2,3,4,2,4,1,1,3,3,4,4,2,2,3,4 +104591924,Completed,US,MI,1,2,2,1,2,2,"CHICAGO, Illinois (60606)",1,"CHICAGO, Illinois (60603)",2,2,25,1,2,2,1,1,8,manager,2,1,2,2,2,4,,,1,,,,2,1,3,2,4,2,1,4,3,3,2,1,1,5,5,4,5,4,5,4,5,5,4,5,5,4 +104591925,Completed,US,OR,1,2,2,1,2,2,"CHICAGO, Illinois (60606)",1,"CHICAGO, Illinois (60603)",2,2,25,1,2,2,1,1,8,manager,2,1,2,2,2,4,,,1,,,,2,1,3,2,4,2,1,4,3,3,2,1,1,5,5,4,5,4,5,4,5,5,4,5,5,4 +104591926,Completed,US,MD,1,2,2,1,2,2,"CHICAGO, Illinois (60606)",1,"CHICAGO, Illinois (60603)",2,2,25,1,2,2,1,1,8,manager,2,1,2,2,2,4,,,1,,,,2,1,3,2,4,2,1,4,3,3,2,1,1,5,5,4,5,4,5,4,5,5,4,5,5,4 +104591929,Completed,US,CA,1,2,2,1,2,2,"CHICAGO, Illinois (60606)",1,"CHICAGO, Illinois (60603)",2,2,25,1,2,2,1,1,8,manager,2,1,2,2,2,4,,,1,,,,2,1,3,2,4,2,1,4,3,3,2,1,1,5,5,4,5,4,5,4,5,5,4,5,5,4 +104591930,Completed,US,OH,1,2,2,1,2,2,"CHICAGO, Illinois (60606)",1,"CHICAGO, Illinois (60603)",2,2,25,1,2,2,1,1,8,manager,2,1,2,2,2,4,,,1,,,,2,1,3,2,4,2,1,4,3,3,2,1,1,5,5,4,5,4,5,4,5,5,4,5,5,4 +104592030,Completed,US,IL,1,3,4,2,2,2,"CHICAGO, Illinois (60606)",5,"NEW YORK, New York (10007)",3,3,2000,1,1,3,4,2,7,manager,2,1,4,4,1,4,,,1,,,,1,2,1,4,3,2,1,3,4,3,1,2,1,4,5,5,4,5,5,4,5,4,5,5,5,5 +104592031,Completed,US,WV,1,3,4,2,2,2,"CHICAGO, Illinois (60606)",5,"NEW YORK, New York (10007)",3,3,2000,1,1,3,4,2,7,manager,2,1,4,4,1,4,,,1,,,,1,2,1,4,3,2,1,3,4,3,1,2,1,4,5,5,4,5,5,4,5,4,5,5,5,5 +104592032,Completed,US,VA,1,3,4,2,3,,"CHICAGO, Illinois (60606)",5,"NEW YORK, New York (10007)",3,3,2000,1,1,3,4,2,7,manager,2,1,4,4,1,4,,,1,,,,1,2,1,4,3,2,1,3,4,3,1,2,1,4,5,5,4,5,5,4,5,4,5,5,5,5 +104592033,Completed,US,GA,1,3,4,2,2,2,"CHICAGO, Illinois (60606)",5,"NEW YORK, New York (10007)",3,3,2000,1,1,3,4,2,7,manager,2,1,4,4,1,4,,,1,,,,1,2,1,4,3,2,1,3,4,3,1,2,1,4,5,5,4,5,5,4,5,4,5,5,5,5 +104592034,Completed,US,,1,3,4,2,2,2,"CHICAGO, Illinois (60606)",5,"NEW YORK, New York (10007)",3,3,2000,1,1,3,4,2,7,manager,2,1,4,4,1,4,,,1,,,,1,2,1,4,3,2,1,3,4,3,1,2,1,4,5,5,4,5,5,4,5,4,5,5,5,5 +104592035,Completed,US,FL,1,3,4,2,3,,"CHICAGO, Illinois (60606)",5,"NEW YORK, New York (10007)",3,3,2000,1,1,3,4,2,7,manager,2,1,4,4,1,4,,,1,,,,1,2,1,4,3,2,1,3,4,3,1,2,1,4,5,5,4,5,5,4,5,4,5,5,5,5 +104592093,Completed,US,LA,1,2,3,1,5,2,"CHICAGO, Illinois (60606)",3,"CHICAGO, Illinois (60606)",3,2,200,1,2,3,2,1,9,manager,2,1,2,3,1,4,,,,1,,,1,1,2,4,3,2,1,3,4,4,1,1,1,4,5,4,5,4,5,4,5,3,3,4,5,5 +104592094,Completed,US,CA,1,2,3,1,5,2,"CHICAGO, Illinois (60606)",,"CHICAGO, Illinois (60606)",3,2,200,1,2,3,2,1,9,manager,2,1,2,3,1,4,,,,1,,,1,1,2,4,3,2,1,3,4,4,1,1,1,4,5,4,5,4,5,4,5,3,3,4,5,5 +104592095,Completed,US,,1,2,3,1,5,2,"CHICAGO, Illinois (60606)",,"CHICAGO, Illinois (60606)",3,2,200,1,2,3,2,1,9,manager,2,1,2,3,1,4,,,,1,,,1,1,2,4,3,2,0,0,0,,3,1,1,4,5,4,5,4,5,4,5,3,3,4,5,5 +104592096,Completed,US,NC,1,2,3,1,5,2,"CHICAGO, Illinois (60606)",3,"CHICAGO, Illinois (60606)",3,2,200,1,2,3,2,1,9,manager,2,1,2,3,1,4,,,,1,,,1,1,2,4,3,2,0,0,0,,3,1,1,4,5,4,5,4,5,4,5,3,3,4,5,5 +104592097,Completed,US,FL,1,2,3,1,5,2,"CHICAGO, Illinois (60606)",3,"CHICAGO, Illinois (60606)",3,2,200,1,2,3,2,1,9,manager,2,1,2,3,1,4,,,,1,,,1,1,2,4,3,2,1,3,4,4,1,1,1,4,5,4,5,4,5,4,5,3,3,4,5,5 +104592123,Completed,US,NC,1,3,1,1,2,2,,1,,3,1,5,1,2,3,5,3,7,salesman,3,3,4,4,2,4,1,,,,,,1,1,2,3,4,1,2,3,4,3,1,1,3,5,5,4,4,4,4,4,5,2,5,5,5,5 +104592152,Completed,US,TX,1,2,3,1,5,2,"CHICAGO, Illinois (60606)",3,"CHICAGO, Illinois (60606)",3,2,200,1,2,3,2,1,9,manager,2,1,2,3,1,4,,,,1,,,1,1,2,4,3,2,0,0,0,,3,1,1,4,5,4,5,4,5,4,5,3,3,4,5,5 +104592211,Completed,US,IL,1,4,2,1,2,,"ROLLING MEADOWS, Illinois (60008)",1,"BENT MOUNTAIN, Virginia (24059)",3,,4,2,2,3,4,2,1,护林员,3,3,4,1,2,2,,,,1,,,4,0,0,1,0,0,0,1,0,2,2,2,2,5,,5,5,5,5,5,5,5,5,5,5,5 +104592232,Completed,US,LA,1,2,2,2,2,3,"CHICAGO, Illinois (60606)",3,"CHICAGO, Illinois (60606)",3,2,200,1,2,2,2,2,8,manager,1,1,3,2,1,4,,,1,,,,1,1,2,4,3,2,1,3,4,4,1,2,1,5,4,5,5,4,5,5,4,5,5,5,4,5 +104592234,Completed,US,GA,1,2,2,2,2,3,"CHICAGO, Illinois (60606)",3,"CHICAGO, Illinois (60606)",3,2,200,1,2,2,2,2,8,manager,1,1,3,2,1,4,,,1,,,,1,1,2,4,3,2,1,3,4,4,1,2,1,5,4,5,5,4,5,5,4,5,5,5,4,5 +104592235,Completed,US,FL,1,2,2,2,2,3,"CHICAGO, Illinois (60606)",3,"CHICAGO, Illinois (60606)",3,2,200,1,2,2,2,2,8,manager,1,1,3,2,1,4,,,1,,,,1,1,2,4,3,2,1,3,4,4,1,2,1,5,4,5,5,4,5,5,4,5,5,5,4,5 +104592237,Completed,US,PA,1,2,2,2,2,3,"CHICAGO, Illinois (60606)",3,"CHICAGO, Illinois (60606)",3,2,200,1,2,2,2,2,8,manager,1,1,3,2,1,4,,,1,,,,1,1,2,4,3,2,1,3,4,4,1,2,1,5,4,5,5,4,5,5,4,5,5,5,4,5 +104592238,Completed,US,IL,1,2,2,2,2,3,"CHICAGO, Illinois (60606)",3,"CHICAGO, Illinois (60606)",3,2,200,1,2,2,2,2,8,manager,1,1,3,2,1,4,,,1,,,,1,1,2,4,3,2,1,3,4,4,1,2,1,5,4,5,5,4,5,5,4,5,5,5,4,5 +104592239,Completed,US,CA,1,2,2,2,2,3,"CHICAGO, Illinois (60606)",3,"CHICAGO, Illinois (60606)",3,2,200,1,2,2,2,2,8,manager,1,1,3,2,1,4,,,1,,,,1,1,2,4,3,2,1,3,4,4,1,2,1,5,4,5,5,4,5,5,4,5,5,5,4,5 +104592317,Completed,US,MA,1,3,1,1,2,1,"ROANOKE, Virginia (24011)",1,"ROANOKE, Virginia (24011)",3,2,3,2,1,1,3,2,17,network writer,3,4,2,4,3,5,,,,,,1,4,4,3,1,2,4,3,1,2,3,3,3,1,2,1,3,2,3,3,2,4,2,3,2,3,4 +104592333,Completed,US,NJ,1,4,2,3,2,4,"CHICAGO, Illinois (60606)",,"CHICAGO, Illinois (60606)",2,3,50,1,2,3,2,2,7,manager,2,1,2,3,1,4,,,,1,,,1,2,1,4,3,1,2,3,4,4,1,1,1,5,5,4,5,4,5,4,5,4,4,5,4,5 +104592334,Completed,US,FL,1,4,2,3,2,4,"CHICAGO, Illinois (60606)",,"CHICAGO, Illinois (60606)",2,3,50,1,2,3,2,2,7,manager,2,1,2,3,1,4,,,,1,,,1,2,1,4,3,1,2,3,4,4,1,1,1,5,5,4,5,4,5,4,5,4,4,5,4,5 +104592335,Completed,US,CT,1,4,2,3,2,4,"CHICAGO, Illinois (60606)",3,"CHICAGO, Illinois (60606)",2,3,50,1,2,3,2,2,7,manager,2,1,2,3,1,4,,,,1,,,1,2,1,4,3,1,2,3,4,4,1,1,1,5,5,4,5,4,5,4,5,4,4,5,4,5 +104592336,Completed,US,MN,1,4,3,3,2,4,"CHICAGO, Illinois (60606)",3,"CHICAGO, Illinois (60606)",2,3,50,1,2,3,2,2,7,manager,2,1,2,3,1,4,,,,1,,,1,2,1,4,3,2,3,4,1,3,1,1,1,5,5,4,5,4,5,4,5,4,4,5,4,5 +104592337,Completed,US,,1,4,2,3,2,4,"CHICAGO, Illinois (60606)",,"CHICAGO, Illinois (60606)",2,3,50,1,2,3,2,2,7,manager,2,1,2,3,1,4,,,,1,,,1,2,1,4,3,1,2,3,4,4,1,1,1,5,5,4,5,4,5,4,5,4,4,5,4,5 +104592338,Completed,US,WA,1,4,3,3,2,4,"CHICAGO, Illinois (60606)",3,"CHICAGO, Illinois (60606)",2,3,50,1,2,3,2,2,7,manager,2,1,2,3,1,4,,,,1,,,1,2,1,4,3,1,2,3,4,4,1,1,1,5,5,4,5,4,5,4,5,4,4,5,4,5 +104592482,Completed,US,,2,4,2,1,5,1,"BENT MOUNTAIN, Virginia (24059)",1,"ROANOKE, Virginia (24012)",3,2,50,2,2,4,5,2,7,manager,1,3,3,2,2,4,1,1,1,,,,4,1,2,3,4,4,3,1,2,3,2,2,2,4,3,5,5,3,4,4,5,5,5,4,4,4 +104592511,Completed,US,,2,3,2,1,5,1,"ROANOKE, Virginia (24013)",1,"ROANOKE, Virginia (24013)",2,4,35,2,2,3,3,2,11,be in charge of,3,1,3,4,3,5,1,,,,,,1,1,2,3,4,4,3,2,1,3,2,3,1,2,2,3,4,4,4,3,4,4,3,3,4,3 +104592551,Completed,US,CA,2,2,1,1,5,1,"ROANOKE, Virginia (24011)",1,"ROANOKE, Virginia (24011)",2,2,1,2,2,3,5,2,7,online customer service,3,4,1,4,3,5,,,,,,1,1,2,1,3,4,3,2,1,4,3,2,2,2,2,1,4,2,3,3,3,4,3,3,3,3,3 +104592620,Completed,US,CA,2,3,2,1,6,1,"ROANOKE, Virginia (24016)",1,"ROANOKE, Virginia (24015)",2,4,3,1,2,3,4,2,14,Production Manager,3,1,3,5,3,4,,1,,,1,,4,1,2,3,4,4,2,1,3,3,2,1,1,5,5,2,3,2,3,5,1,2,1,4,4,3 +104592673,Completed,US,NY,1,3,2,1,7,1,"BENT MOUNTAIN, Virginia (24059)",1,"BENT MOUNTAIN, Virginia (24059)",3,1,30,2,2,3,4,2,10,Insurance broker,1,3,2,4,3,5,1,1,1,,,,4,2,1,3,4,3,1,2,4,4,2,2,2,4,4,5,5,4,5,5,5,5,5,4,5,5 +104592677,Completed,EC,G,1,2,1,1,5,1,"ROANOKE, Virginia (24001)",1,"ROANOKE, Virginia (24001)",1,1,13,1,1,1,4,3,9,Information engineer,4,1,4,4,2,5,1,,,,,,3,1,0,0,0,1,0,0,0,1,1,1,2,2,5,1,4,4,4,3,5,5,4,5,4,4 +104592680,Completed,US,AZ,1,3,2,1,5,1,,1,,3,2,15,1,2,3,4,3,5,,3,4,2,2,2,3,1,,,,,,1,1,0,0,0,1,0,0,0,1,1,1,1,3,4,3,4,3,4,3,4,4,5,3,3,4 +104592785,Completed,US,,2,3,2,1,6,3,,4,,2,4,30,1,3,3,5,3,5,director,3,3,4,2,2,4,1,,,,,,3,1,3,2,4,4,1,2,3,4,1,1,2,3,4,4,3,2,2,3,4,5,3,3,2,4 +104592804,Completed,US,,2,4,2,1,5,2,"ALBANY, Oregon (97321)",2,"ALBANY, Oregon (97321)",3,3,26,2,2,4,4,2,4,Director,3,3,4,4,2,5,1,,1,,,,1,1,2,4,3,4,3,1,2,3,2,3,1,3,2,4,4,4,4,3,4,4,3,3,3,4 +104592808,Completed,US,HI,2,3,1,1,6,1,"NEWARK, Delaware (19714)",1,"NEWARK, Delaware (19714)",4,4,15,1,1,1,2,2,11, manager,3,4,3,4,3,5,1,,,,,,4,1,2,3,4,3,4,2,1,3,2,3,1,3,4,3,2,3,3,3,4,4,4,3,3,4 +104592933,Completed,US,AZ,2,3,5,5,4,3,,3,,2,2,20,1,2,2,4,2,5,boss,2,3,2,3,2,3,,,1,,,,2,2,3,1,4,1,3,2,4,3,2,2,1,3,3,3,3,3,3,3,3,3,3,3,3,3 +104593015,Completed,US,NC,2,3,1,1,6,1,"ROANOKE, Virginia (24002)",2,"ROANOKE, Virginia (24002)",2,,25,1,1,1,5,3,10,waiter,3,2,4,4,2,4,,1,,,,,2,0,0,1,0,0,0,1,0,1,2,2,1,4,1,4,5,5,5,4,4,4,4,5,3,5 +104593193,Completed,US,NY,1,3,1,1,5,1,"BENT MOUNTAIN, Virginia (24059)",1,,4,3,2,2,3,4,5,3,3,职员,4,4,4,4,2,3,1,,,,,,4,0,1,0,0,0,1,0,0,2,2,2,2,2,1,3,1,4,4,2,5,4,5,1,2,5 +104593388,Completed,US,VA,2,5,,,,,"ROANOKE, Virginia (24016)",,"ROANOKE, Virginia (24015)",4,5,15,2,1,,,3,11,Product Manager,4,2,,,,,,,,,,,2,2,1,4,3,2,4,3,1,4,3,3,1,5,5,2,2,5,5,3,3,5,5,5,1,1 +104593389,Completed,US,VA,1,,,8,,,"ROANOKE, Virginia (24016)",,,4,2,4,1,2,,,3,15,HRA,1,4,,,,,,,,,,,3,1,3,4,2,1,4,3,2,2,2,1,2,1,5,3,1,4,3,1,5,5,4,5,2,3 +104593391,Completed,US,VA,2,,,8,,,"ROANOKE, Virginia (24016)",,"ROANOKE, Virginia (24015)",5,3,7,1,3,,,1,,,,,4,6,3,4,,1,,,,,3,2,1,4,3,3,1,4,2,3,3,1,3,2,4,1,4,2,3,5,1,5,2,5,5,5 +104593392,Completed,US,VA,2,,,,,,"ROANOKE, Virginia (24016)",,"ROANOKE, Virginia (24015)",4,1,11,2,3,,,2,1,Product Manager,3,2,,,,,,,,,,,2,3,1,2,4,2,4,1,3,2,3,3,2,5,2,3,4,2,4,5,5,5,2,3,5,5 +104593393,Completed,US,VA,1,,,,,,"ROANOKE, Virginia (24016)",,"ROANOKE, Virginia (24015)",2,3,9,2,2,,,1,,,,,3,4,3,4,,,1,,,,1,1,3,2,4,4,3,1,2,5,2,1,2,4,2,5,1,1,3,4,5,3,3,5,1,3 +104593396,Completed,US,VA,2,5,,,,,"ROANOKE, Virginia (24016)",,"ROANOKE, Virginia (24015)",3,4,7,1,3,,,3,,,,,4,2,2,4,,1,1,,,,4,1,3,4,2,4,2,3,1,3,2,3,1,2,3,3,5,4,1,1,1,4,2,5,3,1 +104593404,Completed,US,VA,,,,,,,,,,,,,,,,,,3,General Manager,3,2,4,5,1,4,1,,,1,,,4,3,2,4,1,4,1,2,3,2,2,3,2,2,2,1,3,1,1,4,5,4,1,1,1,4 +104593405,Completed,US,VA,1,,,8,,,"ROANOKE, Virginia (24014)",,"ROANOKE, Virginia (24018)",2,4,13,2,1,,,4,,,,,3,6,2,4,,,,,,1,3,3,4,2,1,1,3,2,4,4,3,2,1,1,5,1,3,3,2,2,4,3,3,3,1,4 +104593406,Completed,US,VA,2,,,,,,"ROANOKE, Virginia (24012)",,"ROANOKE, Virginia (24019)",3,5,5,1,3,,,3,,,,,3,1,3,5,,,1,,1,,1,2,3,4,1,3,1,4,2,2,3,1,2,2,1,4,5,3,5,1,1,4,1,1,5,4 +104593407,Completed,US,VA,1,,,8,,,"ROANOKE, Virginia (24014)",,"ROANOKE, Virginia (24018)",3,2,15,1,3,,,3,1,Chief Information Officer,2,1,,,,,,,,,,,4,2,3,1,4,4,2,3,1,3,3,2,1,2,5,3,5,1,2,4,3,2,3,2,1,2 +104593408,Completed,US,VA,2,,,,,,"ROANOKE, Virginia (24012)",,"ROANOKE, Virginia (24019)",5,2,13,1,1,,,3,,,,,4,1,2,5,1,,,,1,,3,3,4,1,2,3,4,1,2,1,2,2,1,5,1,3,4,4,5,5,3,5,4,3,2,3 +104593410,Completed,US,VA,1,5,,,,,"ROANOKE, Virginia (24012)",,"ROANOKE, Virginia (24019)",3,1,8,1,1,,,2,3,Production Manager,3,3,5,5,3,4,,,,,,1,3,2,1,3,4,4,2,3,1,3,3,3,3,4,2,2,5,4,1,4,4,2,2,2,3,3 +104593417,Completed,US,,2,5,,,,,"ROANOKE, Virginia (24014)",,"ROANOKE, Virginia (24018)",5,5,4,2,1,,,3,,,,,5,5,2,4,1,,,1,,,4,4,3,2,1,3,1,2,4,2,2,3,2,5,5,2,1,3,1,1,5,5,5,4,4,3 +104593503,Completed,US,OR,2,3,1,1,4,1,"ROANOKE, Illinois (61561)",1,"ROANOKE, Illinois (61561)",3,2,2.3,1,3,4,3,1,10,Insurance Product Sales,3,3,3,2,,,,,,,,,,2,1,3,4,,,,,3,3,,,,,,,,,,,,,,, +104593742,Completed,US,MD,1,3,2,1,5,6,"FRANKLIN, Ohio (45005)",6,"FRANKLIN, Ohio (45005)",2,3,4,2,3,4,5,2,15,Graduate teaching assistant,3,2,2,3,2,3,,,,1,,,3,1,3,2,4,1,2,3,4,3,2,2,2,4,4,4,4,4,4,4,4,4,4,3,3,4 +104593841,Completed,US,VA,1,,,8,,,"ROANOKE, Virginia (24012)",,"ROANOKE, Virginia (24019)",3,1,8,2,1,,,2,,,,,3,1,2,5,,,,1,1,,2,4,3,2,1,1,2,4,3,3,3,2,2,2,2,5,1,5,4,5,5,3,2,1,1,2 +104593842,Completed,US,CA,,,,,,,,,,,,,,,,,,15,Operations Manager,3,3,,,,,,,,,,,2,1,2,4,3,3,1,2,4,2,2,3,1,1,5,4,5,4,2,1,3,3,1,2,3,1 +104593844,Completed,US,VA,2,,,8,,,"ROANOKE, Virginia (24019)",,"ROANOKE, Virginia (24018)",4,4,12,2,1,,,4,14,Project Manager,1,3,,,,,,,,,,,1,4,2,3,1,2,3,4,1,4,2,1,1,2,4,4,4,3,4,1,5,2,4,4,5,5 +104593845,Completed,US,VA,2,,,,,,"ROANOKE, Virginia (24019)",,"ROANOKE, Virginia (24018)",2,3,2,1,3,,,1,,,,,4,2,2,4,1,,1,,,,3,4,2,1,3,2,3,4,1,4,2,2,2,4,2,2,2,3,2,3,5,3,4,2,1,5 +104593848,Completed,US,VA,1,,,8,,,"ROANOKE, Virginia (24016)",,"ROANOKE, Virginia (24018)",1,2,14,2,1,,,4,1,Product Manager,3,2,,,,,,,,,,,4,4,1,3,2,2,4,3,1,5,3,3,1,5,2,1,1,4,1,2,3,3,5,4,5,4 +104593854,Completed,US,VA,2,,,8,,,"ROANOKE, Virginia (24019)",,"ROANOKE, Virginia (24018)",4,4,6,2,2,,,2,15,Product Manager,2,4,5,1,1,4,1,,1,,,,3,4,1,3,2,2,4,1,3,2,3,3,2,5,2,1,3,2,1,1,3,2,2,2,4,2 +104593855,Completed,US,VA,2,,,8,,,"ROANOKE, Virginia (24019)",,"ROANOKE, Virginia (24018)",3,1,12,1,2,,,1,6,Operations Director,1,1,5,2,2,5,,,1,1,,,2,1,2,4,3,2,1,3,4,4,2,2,1,1,1,5,2,5,3,4,5,3,1,3,5,4 +104593856,Completed,US,VA,2,,,,,,"ROANOKE, Virginia (24019)",,"ROANOKE, Virginia (24018)",5,5,2,1,2,,,2,20,Product Manager,4,4,3,2,1,4,,1,,,1,,2,4,2,3,1,4,2,1,3,3,2,2,3,1,4,5,3,5,2,5,2,5,2,2,2,5 +104593857,Completed,US,VA,1,5,,,,,"ROANOKE, Virginia (24014)",,"ROANOKE, Virginia (24019)",3,5,15,2,3,,,4,11,Human Resource,2,4,3,5,3,4,1,,,1,,,1,4,3,1,2,1,4,3,2,1,3,3,1,4,1,2,2,3,2,1,4,5,4,2,2,4 +104593860,Completed,US,VA,2,,,,,,"ROANOKE, Virginia (24014)",,"ROANOKE, Virginia (24019)",4,1,13,1,1,,,3,2,Operations Director,3,2,3,6,3,5,,1,1,,,,4,4,3,1,2,1,3,4,2,2,3,1,1,1,3,4,2,4,3,1,2,2,2,3,5,1 +104593864,Completed,US,VA,,,,,,,,,,,,,,,,,,5,HRA,2,2,3,1,1,4,,,1,,,,1,1,2,3,4,1,2,4,3,3,2,3,3,3,4,5,4,4,1,4,1,5,2,3,3,2 +104594233,Completed,US,OH,2,3,2,1,6,1,"NEWARK, Delaware (19714)",2,"ALBANY, Oregon (97322)",3,3,60,1,2,3,3,2,10,assistant manager,3,3,4,3,2,4,1,,,1,,,4,2,1,3,4,3,4,2,1,2,2,3,1,3,2,2,2,4,5,5,4,3,3,4,3,2 +104594234,Completed,US,TX,2,3,2,5,5,2,"ALBANY, Oregon (97322)",2,"NEWHALL, California (91322)",2,3,15,2,2,3,3,2,4,manager,3,1,4,4,3,5,1,,,1,,,4,2,1,4,3,3,4,1,2,2,3,2,1,3,2,3,3,4,4,4,3,3,4,4,3,3 +104594343,Completed,US,WY,2,3,1,3,7,1,"VIRGINIA BEACH, Virginia (23452)",1,"VIRGINIA BEACH, Virginia (23452)",4,5,10,1,3,5,5,3,3,operator,4,4,4,4,2,5,,,,,,1,4,2,1,3,4,4,3,2,1,2,3,3,1,4,4,2,4,4,4,4,4,4,4,4,4,4 +104594816,Completed,US,FL,1,3,2,2,4,6,,6,,4,3,,2,1,2,3,2,5,,4,2,2,4,2,4,,,1,,,,4,1,2,3,4,2,1,4,3,3,1,2,1,5,2,4,3,4,4,3,5,5,4,2,3,4 +104594963,Completed,US,CO,2,3,2,4,3,3,"PLEASANTON, California (94566)",3,"PITTSBURG, California (94565)",2,2,12,1,2,2,3,2,5,manager,2,2,2,3,2,2,,1,,,,,2,2,3,1,4,2,1,4,3,3,2,2,1,3,3,2,3,3,4,4,4,3,2,3,3,2 +104595094,Completed,US,MA,2,3,1,3,7,1,"VIRGINIA BEACH, Virginia (23452)",1,"VIRGINIA BEACH, Virginia (23452)",4,4,10,1,3,5,5,3,3,operator,4,4,4,4,2,4,,,,,,1,4,1,2,3,4,4,3,2,1,2,3,3,1,4,4,4,2,4,4,4,4,4,4,4,4,4 +104595108,Completed,US,CA,1,2,1,1,7,1,"ROANOKE, Virginia (24013)",1,"BENT MOUNTAIN, Virginia (24059)",2,3,7,2,1,1,5,2,18,hotel manager,1,3,2,4,2,5,1,,,,,,1,1,2,3,4,1,2,3,4,5,1,2,2,5,3,5,2,5,5,5,5,3,3,3,3,5 +104595445,Completed,US,CO,2,3,2,1,5,1,"ALBANY, Oregon (97321)",2,"ALBANY, Oregon (97321)",3,3,25,2,2,3,3,3,5,manager,3,4,4,4,3,5,1,,,1,,,1,2,1,3,4,4,1,2,3,3,2,3,1,3,4,3,2,3,3,4,3,3,2,3,3,4 +104595448,Completed,US,TN,,2,2,2,6,1,"ALBANY, Oregon (97321)",2,"ALBANY, Oregon (97321)",3,3,25,2,2,3,3,3,5,manager,3,1,4,4,3,4,1,,1,,,,1,2,1,3,4,3,4,2,1,4,2,3,1,3,4,3,2,3,3,4,3,3,4,3,3,4 +104595903,Completed,US,MA,2,3,2,1,3,3,,,,,,,1,2,3,4,2,9,,3,3,2,2,2,4,1,,,,,,,,,,,2,3,1,4,,,,,,,,,,,,,,,,, +104596736,Completed,US,CA,1,3,2,1,5,1,"BENT MOUNTAIN, Virginia (24059)",1,"BENT MOUNTAIN, Virginia (24059)",2,5,10,1,3,5,5,3,15,,3,3,4,4,2,5,1,,,,,,3,1,2,3,4,1,2,3,4,3,1,1,2,5,4,5,5,4,4,4,5,5,4,2,4,5 +104597199,Completed,US,CA,2,3,2,1,5,3,,3,,4,3,,1,1,2,3,3,3,,3,4,4,4,3,5,1,,,,,,1,2,1,4,3,3,4,2,1,2,2,1,1,2,2,3,4,2,3,3,5,4,2,3,4,3 +104597654,Completed,US,NY,2,3,2,1,5,2,"DETROIT, Oregon (97342)",2,"SALEM, Oregon (97301)",3,3,25,2,2,3,3,2,11,manager,3,4,3,4,3,4,1,,,1,,,4,2,1,3,4,3,2,1,4,2,3,2,1,3,4,3,2,3,3,3,4,3,3,3,2,3 +104597658,Completed,US,CA,2,3,2,1,5,2,"SALEM, Oregon (97317)",2,"SALEM, Oregon (97317)",2,3,15,2,2,3,3,3,5,manager,2,3,4,5,2,4,1,,,,,,3,1,2,3,4,3,4,2,1,2,2,3,1,3,4,3,2,3,3,3,2,3,4,3,3,2 +104598184,Completed,US,CA,1,3,2,3,6,1,"RANCHO CORDOVA, California (95742)",1,,2,3,10,1,2,2,3,3,4,Project manager,4,3,4,4,2,4,1,,,,,,4,1,2,3,4,2,1,3,4,3,2,2,2,5,5,5,4,4,5,5,5,4,4,4,5,5 +104598927,Completed,PS,,2,3,2,2,3,3,"COLUMBIA, Maryland (21045)",3,"DEER PARK, Texas (77536)",2,2,5,2,2,4,4,2,5,Manufacturing engineer,4,3,3,4,2,3,1,,1,,,,3,2,3,1,4,1,2,3,4,3,2,2,2,5,3,4,3,4,4,5,5,4,4,4,4,5 +104599950,Completed,US,CA,2,4,2,6,5,2,"ALBANY, Oregon (97321)",2,"ALBANY, Oregon (97321)",3,4,16,1,2,4,4,3,4,"Manager,",3,4,3,4,3,3,,,1,1,,,4,2,1,4,3,3,4,2,1,2,3,2,2,3,4,4,3,5,4,3,2,3,2,3,3,3 +104599952,Completed,US,LA,2,4,2,1,6,1,"NEWARK, Delaware (19714)",1,"NEWARK, Delaware (19714)",2,3,8,1,1,2,3,2,17,director,3,4,4,5,2,4,,,,1,1,,1,2,1,3,4,4,3,2,1,3,2,3,2,3,4,4,5,4,3,3,3,4,3,2,3,3 +104600370,Completed,US,NJ,2,3,1,5,2,3,"NORFOLK, Virginia (23523)",1,"NORFOLK, Virginia (23523)",2,3,23,1,2,2,4,3,7,manager,3,3,3,4,3,5,,,1,,,,1,4,3,2,1,4,3,2,1,2,1,2,2,4,3,5,2,3,4,1,4,5,2,2,3,4 +104600371,Completed,US,FL,2,4,2,3,5,5,"NORFOLK, Virginia (23523)",5,"NORFOLK, Virginia (23523)",4,3,20,1,3,4,4,3,15,Librarian,3,2,2,1,1,3,,,1,,,,1,1,4,3,2,4,2,3,1,1,2,3,1,5,2,5,3,5,5,3,5,5,5,2,3,2 +104600372,Completed,US,NJ,2,3,2,3,3,4,"NORFOLK, Virginia (23523)",5,"NORFOLK, Virginia (23523)",3,2,20,1,1,1,3,4,13,personnel,3,4,3,4,3,5,1,,,,,,4,3,4,2,1,4,3,2,1,3,1,1,2,3,4,4,4,4,4,4,5,5,5,2,4,5 +104600374,Completed,VE,V,2,5,2,3,2,3,"NORFOLK, Virginia (23523)",3,"NORFOLK, Virginia (23523)",2,1,15,1,2,3,4,3,3,employee,3,2,5,2,1,3,1,,,,,,1,3,4,1,2,3,4,2,1,1,2,2,1,5,5,5,5,3,5,3,4,5,5,2,4,4 +104600413,Completed,US,CA,2,3,2,1,2,2,"ROANOKE, Virginia (24155)",1,"ROANOKE, Virginia (24037)",3,,,1,2,3,2,3,16,department manager,3,3,4,3,2,5,1,,,,,,3,0,2,3,4,1,2,3,4,1,2,1,3,2,2,1,1,1,1,1,1,2,2,1,2, +104600414,Completed,US,TX,2,3,2,1,2,3,"ROANOKE, Virginia (24037)",1,"ROANOKE, Virginia (24013)",4,3,11,1,2,3,2,3,13,department manager,3,3,4,4,2,5,1,,1,,,,3,0,2,3,4,1,2,3,4,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,2, +104600415,Completed,US,,2,3,2,1,2,1,"ROANOKE, Virginia (24037)",1,"ROANOKE, Virginia (24013)",4,3,15,1,2,3,2,3,15,department manager,3,3,3,2,1,4,1,,,,1,,3,1,2,3,4,1,2,3,4,1,2,1,2,2,2,1,1,1,1,1,1,2,2,1,1,1 +104600416,Completed,US,MN,2,3,2,1,2,3,"ROANOKE, Virginia (24037)",1,"ROANOKE, Virginia (24013)",4,3,10,1,2,3,2,3,13,department manager,3,3,5,4,2,5,1,,,,,,2,0,2,3,4,1,2,3,4,1,2,1,2,1,1,2,1,2,1,1,2,2,2,2,1,1 +104600417,Completed,US,,2,3,2,1,2,1,"ROANOKE, Virginia (24037)",1,"ROANOKE, Virginia (24013)",4,3,15,1,2,3,2,3,15,department manager,3,3,3,2,1,4,1,,,,,,3,1,2,3,4,1,2,3,0,1,2,1,2,1,2,1,1,1,1,1,1,2,2,2,2, +104600418,Completed,US,DE,2,3,2,1,2,2,"ROANOKE, Virginia (24155)",1,"ROANOKE, Virginia (24037)",3,,20,1,2,3,2,3,16,department manager,3,3,4,3,2,5,1,,1,,,,3,0,2,3,4,1,2,3,4,1,2,1,3,1,1,1,2,2,1,1,1,2,1,1,2,2 +104600419,Completed,US,NJ,2,3,2,1,2,1,"ROANOKE, Virginia (24037)",1,"ROANOKE, Virginia (24013)",4,3,15,1,2,3,2,3,15,department manager,3,3,4,3,2,4,1,,,,,,3,1,2,3,4,1,2,3,4,1,2,1,2,1,1,1,1,1,1,1,1,2,2,1,2, +104600420,Completed,US,NY,2,3,2,1,2,3,"ROANOKE, Virginia (24037)",1,"ROANOKE, Virginia (24013)",4,3,10,1,2,3,2,3,13,department manager,3,3,5,4,2,5,1,,,,,,1,0,2,3,4,1,2,3,4,1,2,1,2,1,1,1,1,2,1,1,1,2,2,1,1,1 +104600445,Completed,US,NY,,3,2,1,2,2,"ROANOKE, Virginia (24155)",1,"ROANOKE, Virginia (24013)",3,,10,1,2,3,2,3,14,department manager,3,3,4,3,2,5,1,,,,,,3,0,2,3,4,1,2,3,4,1,2,1,3,2,2,2,2,2,1,1,1,2,2,1,2, +104600502,Completed,US,NY,2,3,6,2,8,2,"KENNEDY, Alabama (35574)",7,"YORK, Alabama (36925)",5,2,13,1,1,2,3,3,10,Software Developer,3,2,4,2,3,4,,,1,1,1,,1,2,3,1,4,4,1,2,3,4,1,1,1,5,4,3,3,5,3,4,5,5,3,4,4,5 +104600877,Completed,US,NY,1,3,2,1,5,3,,3,,2,2,,1,2,2,4,3,10,,3,2,3,3,2,4,,,1,1,,,3,,,,,,,,,4,2,2,1,3,4,3,3,4,5,3,3,4,3,5,3,3 +104601008,Completed,US,,1,3,1,1,5,,"ROANOKE, Virginia (24011)",1,"ROANOKE, Virginia (24011)",2,2,5,2,2,3,3,2,9,Technical personnel,3,2,4,2,1,4,,,,1,1,,1,2,3,1,4,1,3,2,4,2,2,2,2,4,3,2,4,3,4,4,3,4,2,3,3,4 +104601009,Completed,US,,1,3,1,1,5,,"ROANOKE, Virginia (24011)",,"ROANOKE, Virginia (24011)",2,2,5,2,2,3,3,2,9,Technical personnel,3,2,4,2,1,4,,,,1,1,,1,2,3,1,4,1,3,2,4,2,2,2,2,4,3,2,4,3,4,4,3,4,2,3,3,4 +104601010,Completed,US,,1,3,1,1,5,,"ROANOKE, Virginia (24011)",1,"ROANOKE, Virginia (24011)",2,2,5,2,2,3,3,2,9,Technical personnel,3,2,4,2,1,4,,,,1,1,,1,2,3,1,4,1,3,2,4,2,2,2,2,4,3,2,4,3,4,4,3,4,2,3,3,4 +104601011,Completed,US,,1,3,1,1,5,,"ROANOKE, Virginia (24011)",,"ROANOKE, Virginia (24011)",2,2,5,2,2,3,3,2,9,Technical personnel,3,2,4,2,1,4,,,,1,1,,1,2,3,1,4,1,3,2,4,2,2,2,2,4,3,2,4,3,4,4,3,4,2,3,3,4 +104601015,Completed,US,,2,3,1,1,5,1,"ROANOKE, Virginia (24011)",1,"ROANOKE, Virginia (24011)",3,2,3,2,2,3,4,2,9,Technical personnel,3,2,4,2,1,4,,,1,1,,,1,1,2,3,4,1,2,3,4,2,1,2,2,2,4,4,3,3,4,4,3,2,4,4,4,3 +104601016,Completed,US,,2,3,1,1,5,1,,,"ROANOKE, Virginia (24011)",3,2,3,2,2,3,4,2,9,Technical personnel,3,2,4,2,1,4,,,1,1,,,1,1,2,3,4,1,2,3,4,2,1,2,2,4,4,4,3,3,4,4,3,2,4,4,4,3 +104601017,Completed,US,,2,3,1,1,5,1,,,"ROANOKE, Virginia (24011)",3,2,3,2,2,3,4,2,9,Technical personnel,3,2,4,2,1,4,,,1,1,,,1,1,2,3,4,1,2,3,4,2,1,2,2,4,4,4,3,3,4,4,3,2,4,4,4,3 +104601018,Completed,US,,2,3,1,1,5,1,,,"ROANOKE, Virginia (24011)",3,2,3,2,2,3,4,2,9,Technical personnel,3,2,4,2,1,4,,,1,1,,,1,1,2,3,4,1,2,3,4,2,1,2,2,4,4,4,3,3,4,4,3,2,4,4,4,3 +104601020,Completed,US,,2,3,1,1,5,1,,,,,,4,2,2,3,4,3,9,Technical personnel,3,2,4,3,1,4,,1,,1,,,1,2,1,4,3,1,2,3,4,2,1,2,2,3,3,4,3,3,2,3,4,2,3,3,3,3 +104601021,Completed,US,,2,3,1,1,5,1,"ROANOKE, Virginia (24011)",1,"ROANOKE, Virginia (24011)",2,2,4,2,2,3,4,3,9,Technical personnel,3,2,4,3,1,4,,1,,1,,,1,2,1,4,3,1,2,3,4,2,1,2,2,3,3,4,3,3,2,3,4,2,3,3,3,3 +104601022,Completed,US,,2,3,1,1,5,1,"ROANOKE, Virginia (24011)",1,"ROANOKE, Virginia (24011)",2,2,4,2,2,3,4,3,9,Technical personnel,3,2,4,3,1,4,,1,,1,,,1,2,1,4,3,1,2,3,4,2,1,2,2,3,3,4,3,3,2,3,4,2,3,3,3,3 +104601023,Completed,US,,2,3,1,1,5,1,,,,,,4,2,2,3,4,3,9,Technical personnel,3,2,4,3,1,4,,1,,1,,,1,2,1,4,3,1,2,3,4,2,1,2,2,3,3,4,3,3,2,3,4,2,3,3,3,3 +104601024,Completed,US,,2,3,1,1,5,1,"ROANOKE, Virginia (24011)",1,"ROANOKE, Virginia (24011)",3,2,4,2,2,3,4,3,9,Technical personnel,3,2,4,3,1,4,,,1,,,,1,1,2,4,3,1,2,4,3,3,2,2,2,1,3,2,3,2,4,3,3,3,4,4,4,4 +104601025,Completed,US,,2,3,1,1,5,1,"ROANOKE, Virginia (24011)",1,"ROANOKE, Virginia (24011)",3,2,4,2,2,3,4,3,9,Technical personnel,3,2,4,3,1,4,,,1,,,,1,1,2,4,3,1,2,4,3,3,2,2,2,1,3,2,3,2,4,3,3,3,4,4,4,4 +104601026,Completed,US,,2,3,1,1,5,1,"ROANOKE, Virginia (24011)",1,"ROANOKE, Virginia (24011)",3,2,4,2,2,3,4,3,9,Technical personnel,3,2,4,3,1,4,,,1,,,,1,1,2,4,3,1,2,4,3,3,2,2,2,3,3,2,4,2,4,3,3,3,4,4,4,4 +104601029,Completed,US,,1,3,1,1,5,1,"ROANOKE, Virginia (24011)",1,"ROANOKE, Virginia (24011)",2,3,5,2,2,3,3,3,9,Technical personnel,3,2,4,2,2,4,,,1,1,,,1,2,1,4,3,1,3,2,4,2,2,2,2,4,3,4,3,4,3,4,4,3,2,3,4,3 +104601030,Completed,US,,1,3,1,1,5,1,"ROANOKE, Virginia (24011)",1,"ROANOKE, Virginia (24011)",2,3,5,2,2,3,3,3,9,Technical personnel,3,2,4,2,2,4,,,1,1,,,1,2,1,4,3,1,3,2,4,2,2,2,2,4,3,4,3,4,3,4,4,3,2,3,4,3 +104601031,Completed,US,,1,3,1,1,5,1,"ROANOKE, Virginia (24011)",1,"ROANOKE, Virginia (24011)",2,3,5,2,2,3,3,3,9,Technical personnel,3,2,4,2,2,4,,,1,1,,,1,2,1,4,3,1,3,2,4,2,2,2,2,1,4,3,4,3,4,4,3,2,3,4,3, +104601032,Completed,US,,1,3,1,1,5,1,"ROANOKE, Virginia (24011)",1,"ROANOKE, Virginia (24011)",2,3,5,2,2,3,3,3,9,Technical personnel,3,2,4,2,2,4,,,1,1,,,1,2,1,4,3,1,3,2,4,2,2,2,2,4,3,4,3,4,3,4,4,3,2,3,4,3 +104601033,Completed,US,,,1,,3,4,,,,,2,2,4,2,2,3,3,2,,,,4,1,2,2,4,,,1,1,,,1,1,2,3,4,1,2,3,4,1,1,2,2,4,3,4,4,2,2,3,4,3,4,4,4,4 +104601034,Completed,US,,1,3,1,1,5,1,"ROANOKE, Virginia (24011)",1,"ROANOKE, Virginia (24011)",3,3,5,2,2,3,3,3,9,Technical personnel,3,2,3,2,1,4,,,,1,,,1,1,2,3,4,1,2,3,4,2,1,2,2,4,3,4,4,2,2,3,4,3,4,4,4,4 +104601035,Completed,US,CA,1,3,1,1,5,1,"ROANOKE, Virginia (24011)",1,"ROANOKE, Virginia (24011)",3,3,5,2,2,3,3,3,9,Technical personnel,3,2,3,2,1,4,,,,1,,,1,1,2,3,4,1,2,3,4,2,1,2,2,4,3,4,4,2,2,3,4,3,4,4,4,4 +104601036,Completed,US,,1,3,1,1,5,1,"ROANOKE, Virginia (24011)",4,"ROANOKE, Virginia (24011)",2,3,4,2,2,2,2,2,,,,4,1,2,2,4,,,1,1,,,1,1,3,2,4,1,2,3,4,2,1,2,2,4,3,4,4,2,2,3,4,3,4,4,4,4 +104601625,Completed,US,KY,2,3,2,1,5,3,"BARRINGTON, Illinois (60010)",3,"ROANOKE, Virginia (24018)",4,,10,2,2,4,5,3,5,Ordnance handling expert,3,2,4,3,2,4,1,,,,,,2,1,2,3,4,2,1,3,4,3,2,2,2,3,4,5,2,3,4,3,2,4,5,3,2,4 +104601665,Completed,US,CA,1,3,1,2,5,3,"DELAWARE, Ohio (43015)",3,"DELAWARE, Ohio (43015)",2,2,3,2,2,3,3,2,10,Mathematical technician,1,3,2,3,2,3,1,,,,,,4,1,2,3,4,1,2,3,4,2,3,3,2,2,3,3,3,3,3,3,3,3,3,3,3,3 +104601800,Completed,DE,,1,3,2,1,8,1,"ROANOKE, Illinois (61561)",1,"ROANOKE, Illinois (61561)",5,5,5,1,2,4,5,3,13,The manager,3,4,2,3,2,4,,,,,,1,4,4,1,2,3,4,1,2,3,2,2,2,1,3,1,4,2,3,4,3,5,3,4,2,3,4 +104601804,Completed,US,PA,1,3,2,1,8,1,"ROANOKE, Illinois (61561)",1,"ROANOKE, Illinois (61561)",5,5,5,1,2,4,5,3,13,The manager,3,4,2,3,2,4,,,,,,1,4,4,1,2,3,4,1,2,3,2,2,2,1,3,1,4,2,3,4,3,5,3,4,2,3,4 +104601808,Completed,US,MN,1,3,2,1,8,1,"ROANOKE, Illinois (61561)",1,"ROANOKE, Illinois (61561)",5,5,5,1,2,4,5,3,13,The manager,3,4,2,3,2,4,,,,,,1,4,4,1,2,3,4,1,2,3,2,2,2,1,3,1,4,2,3,4,3,5,3,4,2,3,4 +104601814,Completed,PS,JRH,1,3,2,1,8,1,"ROANOKE, Illinois (61561)",1,"ROANOKE, Illinois (61561)",5,5,5,1,2,4,5,3,13,The manager,3,4,2,3,2,4,,,,,,1,4,4,1,2,3,4,1,2,3,2,2,2,1,3,1,4,2,3,4,3,5,3,4,2,3,4 +104601817,Completed,US,NH,1,3,2,1,8,1,"ROANOKE, Illinois (61561)",1,"ROANOKE, Illinois (61561)",5,5,5,1,2,4,5,3,13,The manager,3,4,2,3,2,4,,,,,,1,4,4,1,2,3,4,1,2,3,2,2,2,1,3,1,4,2,3,4,3,5,3,4,2,3,4 +104601820,Completed,US,FL,1,3,2,1,8,1,"ROANOKE, Illinois (61561)",1,"ROANOKE, Illinois (61561)",5,5,5,1,2,4,5,3,13,The manager,3,4,2,3,2,4,,,,,,1,4,4,1,2,3,4,1,2,3,2,2,2,1,3,1,4,2,3,4,3,5,3,4,2,3,4 +104601895,Completed,US,VA,2,4,2,2,5,6,"DELHI, New York (13753)",6,"DELHI, New York (13753)",3,2,16,1,3,4,5,2,15,consultation,3,3,2,2,2,4,1,,,,,,4,3,1,2,4,4,3,1,2,3,3,3,1,3,2,3,3,3,3,3,5,3,3,3,3,4 +104602586,Completed,US,AL,1,3,2,3,2,2,"MONTEVALLO, Alabama (35115)",2,"MONTEVALLO, Alabama (35115)",3,3,10,1,2,4,5,2,4,general staff,4,2,2,1,2,4,,,,1,,,4,2,1,3,4,4,3,1,2,2,2,2,1,3,2,3,4,2,4,3,5,4,5,4,3,5 +104602591,Completed,US,GA,1,3,2,1,2,2,"BIRMINGHAM, Alabama (35205)",2,"BIRMINGHAM, Alabama (35205)",2,2,12,2,2,4,5,2,4,general staff,4,2,3,1,2,4,,,,1,,,3,2,1,3,4,3,1,2,4,2,2,2,2,4,2,3,5,3,4,5,3,5,3,3,4,5 +104603079,Completed,PH,DAS,2,3,2,1,5,1,"EAST LANSING, Michigan (48823)",1,"EAST LANSING, Michigan (48823)",3,3,2,1,2,3,4,3,11,seller,4,3,4,3,2,4,1,,,1,,,3,3,1,2,4,3,1,2,4,3,2,2,1,4,3,4,5,4,4,4,4,4,4,3,4,4 +104603506,Completed,US,,1,2,1,2,2,1,"ROANOKE, Illinois (61561)",1,"ROANOKE, Illinois (61561)",4,3,8,1,2,4,4,2,7,cashier,1,2,2,4,2,4,,,1,,,,1,0,0,1,0,0,0,1,0,3,2,2,1,4,4,4,4,4,4,4,4,4,4,4,4,4 +104603597,Completed,US,OH,1,3,2,1,5,2,"NEWARK, New York (14513)",2,,,,,,,,,,4,,,,2,2,2,3,1,,,,,,1,1,0,0,0,1,0,0,0,2,1,1,2,2,3,3,3,2,4,3,3,3,3,2,3,3 +104603875,Completed,US,NY,2,3,2,2,5,2,"ALBANY, Oregon (97322)",2,"ALBANY, Oregon (97322)",3,3,10,2,2,3,3,2,4,,3,3,3,4,2,4,1,,,1,,,4,2,1,3,4,3,2,1,4,3,2,2,1,3,4,3,4,3,3,3,2,3,4,3,3,3 +104603876,Completed,US,CA,2,2,2,1,5,2,"FALLS CITY, Oregon (97344)",2,"FALLS CITY, Oregon (97344)",3,3,15,2,2,3,3,3,15,,3,3,3,4,3,5,,1,,1,,,4,2,1,3,4,2,1,3,4,2,3,2,2,3,4,3,2,3,4,3,3,3,4,3,3,3 +104603954,Completed,US,OH,1,3,2,1,5,6,"ATLANTA, Georgia (30304)",6,"ATLANTA, Georgia (30304)",2,1,4,1,3,4,5,3,4,engineer,3,2,5,4,2,5,1,,,,,,3,1,2,3,4,1,2,3,4,2,1,1,3,2,5,5,1,2,2,4,5,5,5,1,5,5 +104604587,Completed,US,WA,2,4,2,1,5,2,"FALLS CITY, Oregon (97344)",2,"FALLS CITY, Oregon (97344)",3,4,15,2,2,3,4,2,5,manager,3,4,3,4,3,4,,1,1,,,,3,1,2,3,4,2,4,3,1,2,2,3,2,3,4,3,3,2,3,4,3,2,3,3,3,3 +104604588,Completed,US,TN,2,3,2,1,6,2,"FALLS CITY, Oregon (97344)",2,"FALLS CITY, Oregon (97344)",3,3,15,2,2,3,3,3,7,,3,3,3,4,2,3,,1,,1,,,2,1,2,3,4,2,1,3,4,2,2,2,2,3,4,3,3,2,3,3,3,2,3,4,3,3 +104604681,Completed,LT,,1,3,2,1,,5,"LAKE VIEW, Iowa (51450)",5,,,2,2,2,2,2,5,3,7,,,1,3,4,2,2,,,1,,,,1,3,1,2,4,1,3,2,4,2,1,1,2,4,4,5,5,4,4,5,5,5,5,5,5,4 +104605223,Completed,US,OH,1,2,3,1,3,3,"CHICAGO, Illinois (60601)",2,"SALEM, Oregon (97301)",3,2,8,2,1,2,1,3,6,Sales manager,1,3,3,4,2,4,,,,1,,,2,3,1,2,4,2,1,4,3,2,1,1,2,2,2,2,4,2,4,4,4,5,4,3,4,4 +104605225,Completed,US,NY,1,3,2,1,4,4,"SALEM, Missouri (65560)",6,"ELKVILLE, Illinois (62932)",2,1,5,1,,3,3,3,5,Department manager,1,2,3,5,1,3,1,,,,,,1,1,3,4,2,2,3,4,1,2,1,1,2,4,4,5,3,3,4,4,5,3,5,4,2,2 +104605501,Completed,US,CT,1,3,1,3,7,1,"NEW BRUNSWICK, New Jersey (08901)",1,"NEW BRUNSWICK, New Jersey (08901)",4,3,10,1,3,5,5,3,3,operator,4,4,4,4,3,4,1,,,,,,4,4,3,2,1,4,3,2,1,2,3,3,1,4,4,4,2,4,4,4,4,4,4,4,4,4 +104605504,Completed,US,MO,1,3,1,3,7,1,"NEW BRUNSWICK, New Jersey (08901)",1,"NEW BRUNSWICK, New Jersey (08901)",4,3,10,1,3,5,5,3,3,operator,4,4,4,4,2,4,,,,,,1,4,1,2,3,4,4,3,2,1,,3,3,1,4,4,4,2,4,4,4,4,4,4,4,4,4 +104605740,Completed,US,NJ,1,3,2,1,6,6,"FRANKLIN, Indiana (46131)",6,"FRANKLIN, Indiana (46131)",3,2,13,1,1,4,5,3,7,waiter,4,2,2,3,2,4,1,,,,1,,2,2,0,0,0,1,0,0,0,4,2,1,1,5,4,5,4,4,5,5,5,4,5,4,4,5 +104605869,Completed,US,NY,1,4,2,1,5,4,"BUFFALO, New York (14201)",4,"Brimfield, Indiana, US (46720)",4,2,10,2,2,2,4,3,6,boss,2,1,5,5,2,3,,,,,1,,1,2,4,1,3,3,4,1,2,3,3,2,2,4,1,2,4,5,5,4,4,5,4,5,4,4 +104605872,Completed,US,CA,2,2,1,1,3,3,"BIRMINGHAM, Alabama (35201)",2,"KEIZER, Oregon (97307)",2,1,2,1,3,2,2,3,7,manager,2,1,5,4,2,3,1,,,,1,,3,2,3,1,4,1,4,2,3,2,2,2,1,4,2,4,3,4,4,5,3,3,3,4,5,2 +104605875,Completed,US,MI,1,4,1,1,4,6,"MENA, Arkansas (71953)",7,"ARARAT, Virginia (24053)",3,1,3,1,3,4,4,3,8,Project manager,2,3,4,5,2,4,1,,1,,,,3,3,1,2,4,2,3,1,4,1,1,1,3,2,3,1,5,3,4,5,3,4,4,5,4,4 +104605886,Completed,US,CA,1,3,2,1,,1,"CINCINNATI, Ohio (45201)",2,"Lecoma, Missouri, US (65540)",2,2,5,2,2,5,4,3,4,Project manager,1,2,5,4,2,3,,,1,1,,,3,2,3,4,1,3,1,4,2,1,2,3,1,4,2,3,5,3,3,4,3,4,3,3,4,3 +104605968,Completed,US,NC,2,2,1,1,5,6,"FRANKLIN, Indiana (46131)",6,"FRANKLIN, Indiana (46131)",2,4,28,1,1,1,4,3,8,Warehouse manager,4,3,2,2,1,4,1,,,,,,3,0,1,0,0,0,1,0,0,1,2,2,2,4,5,4,4,4,5,4,5,5,4,5,4,5 +104606079,Completed,US,OH,2,3,1,1,5,2,"MANCHESTER, Massachusetts (01944)",2,"MANCHESTER, Massachusetts (01944)",2,1,25,2,1,3,4,1,10,Professional manager,3,3,3,3,2,4,,1,1,,,,4,4,2,1,3,4,3,2,1,3,2,3,2,3,2,3,1,2,3,3,5,4,3,3,3,4 +104606379,Completed,US,LA,2,4,2,1,6,2,"ALBANY, Oregon (97321)",2,"ALBANY, Oregon (97321)",3,4,20,1,2,3,3,2,4,,3,3,3,4,2,4,1,,,1,,,1,2,1,3,4,2,1,3,4,2,2,3,1,3,4,4,3,4,4,3,4,4,4,3,3,4 +104606386,Completed,US,CT,2,3,2,1,5,2,"ALBANY, Oregon (97321)",2,"ALBANY, Oregon (97321)",3,3,20,1,2,2,3,2,5,,3,4,4,4,3,5,1,,,1,,,4,1,2,3,4,3,4,2,1,2,2,3,1,3,4,4,3,4,4,3,3,4,4,3,3,4 +104606434,Completed,US,,1,4,2,3,2,4,"MARSHALL, Texas (75672)",4,"ROANOKE, Texas (76262)",5,,20,1,2,4,5,3,6,sales manager,4,3,5,4,2,4,1,,,,,,3,1,2,0,0,0,0,1,0,1,2,2,2,2,3,4,2,2,2,3,5,4,4,4,4,5 +104606996,Completed,US,NY,1,1,2,8,7,2,"YORK, Alabama (36925)",6,"LISMAN, Alabama (36912)",4,4,12,1,1,5,3,1,3,Engineer,3,2,4,4,3,4,,1,,,,,1,4,2,3,1,3,2,1,4,5,3,1,1,3,3,4,3,5,5,3,3,5,4,4,3,3 +104607030,Completed,US,MO,1,3,1,1,3,4,"CRAIGVILLE, Indiana (46731)",6,"AVILLA, Indiana (46710)",2,2,5,,3,4,3,3,12,director,2,3,2,4,1,2,,,,1,,,2,4,1,2,3,4,3,2,1,1,1,2,2,4,2,4,3,4,2,4,5,5,4,4,5,5 +104607393,Completed,US,NY,1,3,4,5,8,5,"ASHLAND, Alabama (36251)",4,"KENNEDY, Alabama (35574)",4,1,16,1,1,5,2,4,,,,,3,4,3,3,,,,,,1,1,3,2,4,1,2,3,4,1,5,1,3,1,3,3,4,3,3,3,5,4,3,3,3,3,3 +104607394,Completed,US,,1,3,4,3,7,2,"LISMAN, Alabama (36912)",1,"WEAVER, Alabama (36277)",4,1,9,1,3,5,1,4,,,,,3,6,3,4,,,,,1,,1,3,1,2,4,4,3,2,1,5,3,1,1,4,4,5,4,4,4,5,4,5,5,5,4,5 +104607395,Completed,US,NY,1,1,1,2,2,6,"KENNEDY, Alabama (35574)",6,"FRANKLIN, Virginia (23851)",2,2,30,1,3,1,5,1,,,,,5,1,3,5,,,,,,1,1,4,3,2,1,1,3,2,4,5,3,1,1,3,3,4,4,3,5,3,4,4,5,3,3,4 +104607396,Completed,US,NY,1,5,3,8,7,5,"MOUNTAIN HOME, Arkansas (72653)",7,"WEAVER, Alabama (36277)",1,4,22,1,3,3,2,2,19,Marketing Manager,4,2,3,1,3,4,,,1,,,,1,4,2,3,1,1,3,4,2,4,3,1,1,4,5,3,4,3,5,3,4,4,3,4,5,4 +104607397,Completed,US,NY,2,1,3,1,7,3,"WEAVER, Alabama (36277)",1,"ASHLAND, Alabama (36251)",3,1,14,1,3,4,2,4,16,Architect,3,2,,,,,,,,,,,1,3,1,2,4,3,1,4,2,5,2,3,1,4,3,5,5,5,5,3,5,4,3,5,5,5 +104607399,Completed,US,NY,2,1,3,3,3,5,"LISMAN, Alabama (36912)",6,"LISMAN, Alabama (36912)",4,4,30,1,2,2,1,2,,,,,4,6,3,5,,,,,1,,1,1,2,3,4,3,4,1,2,5,2,1,1,3,5,4,5,4,4,4,3,5,4,5,4,3 +104607400,Completed,US,NY,1,4,1,8,5,2,"YORK, Alabama (36925)",1,"YORK, Alabama (36925)",2,2,15,1,2,3,4,3,,,,,4,3,3,4,,,,,1,,1,3,4,2,1,2,3,4,1,4,1,3,1,4,5,5,3,3,5,5,4,5,5,4,3,5 +104607401,Completed,US,NY,2,3,4,2,1,6,"LISMAN, Alabama (36912)",7,"MOUNTAIN HOME, Arkansas (72653)",2,5,15,1,1,2,4,2,,,,,5,5,3,4,,1,,,,,1,2,1,3,4,1,2,3,4,5,1,1,1,5,4,4,3,5,4,5,3,5,3,3,4,4 +104607403,Completed,US,NY,1,7,4,3,4,4,"YORK, Alabama (36925)",7,"MOUNTAIN HOME, Arkansas (72653)",3,2,12,1,1,2,2,3,,,,,3,6,3,3,,1,,,,,1,3,1,4,2,2,3,1,4,4,2,1,1,3,4,3,4,3,3,3,4,4,3,4,5,4 +104607404,Completed,US,NY,1,4,4,2,5,4,"MOUNTAIN HOME, Arkansas (72653)",4,"MOUNTAIN HOME, Arkansas (72653)",3,5,13,1,3,2,4,4,,,,,3,1,3,5,,,1,,,,1,1,3,2,4,3,1,2,4,3,2,2,1,3,5,3,5,5,3,5,3,3,4,5,4,5 +104607406,Completed,US,CA,1,6,2,5,8,6,"EATON, Ohio (45320)",2,"LISMAN, Alabama (36912)",1,5,8,1,3,2,2,4,,,,,3,3,3,3,,,,1,,,1,1,3,2,4,4,1,3,2,3,3,1,1,4,4,4,3,4,3,5,3,4,4,3,3,3 +104607408,Completed,US,NY,1,2,4,3,7,4,"LISMAN, Alabama (36912)",3,"WEAVER, Alabama (36277)",5,4,12,1,2,4,2,2,,,,,4,1,3,4,,1,,,,,1,2,4,3,1,3,1,4,2,3,3,2,1,4,3,5,3,5,4,3,5,3,5,3,3,3 +104607410,Completed,US,NJ,1,3,3,3,3,2,"WEAVER, Alabama (36277)",7,"ETHRIDGE, Tennessee (38456)",1,2,17,1,1,3,1,4,14,Electrician,2,2,,,,,,,,,,,1,4,2,3,1,2,1,3,4,3,3,1,1,4,3,3,4,5,3,3,5,5,4,5,5,5 +104607411,Completed,US,NY,2,1,5,2,5,3,"ETHRIDGE, Tennessee (38456)",1,"ETHRIDGE, Tennessee (38456)",4,1,10,1,3,2,2,3,,,,,4,1,3,4,1,,,,,,1,2,4,3,1,3,1,2,4,3,3,2,1,5,3,5,5,5,5,3,3,3,4,4,4,3 +104607412,Completed,US,NY,1,1,3,7,5,5,"EATON, Ohio (45320)",4,"KENNEDY, Alabama (35574)",2,5,8,1,2,2,5,4,,,,,4,5,3,3,,,,1,,,1,3,1,4,2,2,4,1,3,5,2,2,1,5,4,5,5,5,4,4,3,4,4,5,5,5 +104607413,Completed,US,NY,1,2,5,5,2,5,"RAINELLE, West Virginia (25962)",6,"EATON, Ohio (45320)",5,2,19,1,1,1,4,3,7,Sales Representative,4,2,5,6,3,4,,,,,,1,1,3,2,4,1,4,2,1,3,5,2,1,1,5,4,5,4,4,5,3,3,3,3,3,5,4 +104607414,Completed,US,NY,1,6,6,4,3,4,"MOUNTAIN HOME, Arkansas (72653)",6,"RAINELLE, West Virginia (25962)",5,3,9,1,2,4,5,3,19,Nurse,2,2,,,,,,,,,,,1,1,3,4,2,4,2,3,1,3,3,2,1,5,5,4,5,5,3,4,4,5,5,4,5,3 +104607415,Completed,US,NY,2,6,6,1,8,3,"RAINELLE, West Virginia (25962)",5,"ETHRIDGE, Tennessee (38456)",1,3,13,1,2,4,2,1,,,,,4,2,3,3,,,1,,,,1,1,2,4,3,3,2,4,1,4,1,3,1,5,3,5,4,5,4,4,3,5,3,4,3,3 +104607416,Completed,US,NY,2,7,6,4,7,5,"ETHRIDGE, Tennessee (38456)",1,"LISMAN, Alabama (36912)",3,5,10,1,3,1,2,4,5,Real Estate Agent,2,2,5,2,3,4,,,1,,,,1,4,1,2,3,1,4,3,2,4,1,2,1,5,3,3,4,3,5,4,4,4,3,4,4,3 +104607439,Completed,US,MD,,2,1,4,5,2,"GARDENA, California (90248)",2,"GARDENA, California (90248)",3,2,4,1,1,1,3,2,,,,2,2,3,2,2,,1,,,,,2,1,2,4,3,1,4,2,3,3,2,1,2,2,2,2,2,2,2,2,2,2,2,2,2,2 +104607555,Completed,US,NY,1,7,4,8,2,3,"LISMAN, Alabama (36912)",6,"YORK, Alabama (36925)",3,4,16,1,1,4,1,1,8,Accountant,3,2,3,3,3,3,,,,1,,,1,3,1,2,4,3,2,4,1,3,2,2,1,3,5,5,5,3,4,5,3,4,5,5,4,5 +104607556,Completed,US,,1,1,3,3,7,1,"ASHLAND, Alabama (36251)",5,"KENNEDY, Alabama (35574)",1,4,22,1,1,1,5,1,17,Architect,1,2,5,6,3,4,,1,,,,,1,1,4,2,3,3,1,4,2,5,2,2,1,3,5,4,4,5,3,3,3,3,3,3,3,3 +104607558,Completed,US,NY,1,6,4,4,5,4,"FRANKLIN, Virginia (23851)",6,"ASHLAND, Alabama (36251)",5,2,13,1,2,5,1,4,5,Software Developer,2,2,5,3,3,3,,,,1,,,1,3,4,2,1,2,4,1,3,5,3,1,1,4,5,5,3,4,3,3,5,3,3,4,4,4 +104607559,Completed,US,,1,1,2,3,3,3,"LISMAN, Alabama (36912)",4,"MOUNTAIN HOME, Arkansas (72653)",5,1,20,1,1,1,3,1,9,Real Estate Agent,4,2,5,2,3,4,,,,,,1,1,2,1,3,4,2,4,1,3,4,1,3,1,3,5,5,4,4,4,3,4,4,3,5,5,5 +104607560,Completed,US,NY,1,2,2,7,8,6,"KENNEDY, Alabama (35574)",2,"KENNEDY, Alabama (35574)",2,3,12,1,2,5,2,3,16,Dentist,2,2,5,3,3,3,,,,,,1,1,2,4,3,1,4,2,1,3,4,3,3,1,4,4,3,4,5,3,4,5,5,5,5,5,3 +104607561,Completed,US,NY,2,6,5,5,3,3,"EATON, Ohio (45320)",4,"FRANKLIN, Virginia (23851)",4,1,8,1,2,2,2,2,9,Electrician,3,2,5,1,3,5,,1,,,,,1,2,1,3,4,1,2,3,4,5,1,3,1,5,5,3,5,5,3,4,4,4,5,4,4,5 +104607562,Completed,US,NJ,1,3,3,8,2,2,"RAINELLE, West Virginia (25962)",3,"FRANKLIN, Virginia (23851)",3,3,10,1,2,3,5,3,12,Web Developer,3,2,5,1,3,4,,,,1,,,1,4,1,2,3,2,3,1,4,3,1,2,1,3,4,5,3,4,5,5,5,5,4,4,4,5 +104607563,Completed,US,NY,2,4,6,5,4,4,"FRANKLIN, Virginia (23851)",2,"LISMAN, Alabama (36912)",5,4,16,1,2,4,3,4,13,Chef,4,2,4,3,3,4,,1,,,,,1,4,3,2,1,3,4,1,2,3,2,2,1,4,4,5,3,4,5,4,3,5,5,4,4,4 +104607564,Completed,US,NY,2,6,3,1,2,3,"EATON, Ohio (45320)",3,"LISMAN, Alabama (36912)",3,3,19,1,1,3,4,2,17,Software Developer,3,2,3,3,3,3,,,,,1,,1,2,3,4,1,4,1,3,2,5,1,3,1,3,3,3,4,4,4,4,5,5,5,5,4,5 +104607567,Completed,US,NY,2,3,5,1,2,4,"ETHRIDGE, Tennessee (38456)",3,"MOUNTAIN HOME, Arkansas (72653)",3,5,9,1,2,5,1,4,1,Attorney,4,2,3,3,3,4,,,,1,,,1,2,3,4,1,3,1,2,4,4,3,2,1,3,4,4,4,3,4,5,5,5,3,5,3,4 +104607568,Completed,US,NY,1,7,3,6,6,2,"MOUNTAIN HOME, Arkansas (72653)",6,"KENNEDY, Alabama (35574)",3,5,17,1,2,1,2,2,2,Architect,3,2,4,1,3,4,,,1,,,,1,4,2,3,1,1,4,2,3,3,1,1,1,4,4,3,5,3,3,3,3,3,5,3,4,3 +104607569,Completed,US,NY,1,7,3,1,2,4,"RAINELLE, West Virginia (25962)",3,"EATON, Ohio (45320)",3,4,8,1,1,4,1,3,13,Teacher,4,2,4,6,3,3,,,,,,1,1,4,2,1,3,1,2,4,3,3,3,2,1,5,4,5,5,4,4,3,5,4,4,5,3,4 +104607570,Completed,US,,2,6,2,4,8,6,"MOUNTAIN HOME, Arkansas (72653)",3,"FRANKLIN, Virginia (23851)",4,4,16,1,1,2,1,4,5,Dentist,4,2,5,6,3,4,,,,1,,,1,3,4,2,1,3,4,2,1,5,1,3,1,5,3,4,5,5,4,3,5,5,3,4,3,5 +104607571,Completed,US,NJ,1,2,1,4,3,2,"FRANKLIN, Virginia (23851)",7,"EATON, Ohio (45320)",3,5,19,1,1,2,4,3,6,Web Developer,3,2,4,2,3,3,,,,1,,,1,4,2,1,3,1,4,2,3,4,2,3,1,4,5,4,4,5,4,3,4,3,3,3,3,4 +104607572,Completed,US,NY,1,7,4,1,3,1,"LISMAN, Alabama (36912)",5,"WEAVER, Alabama (36277)",3,1,8,1,1,5,1,4,18,Teacher,4,2,5,2,3,4,,,,,1,,1,1,4,2,3,1,3,4,2,4,2,3,1,4,3,4,5,3,5,3,3,3,3,4,5,4 +104607575,Completed,US,NY,1,7,6,5,7,1,"MOUNTAIN HOME, Arkansas (72653)",6,"FRANKLIN, Virginia (23851)",4,1,20,1,2,2,2,1,20,Veterinarian.,3,2,5,6,3,4,1,,,,,,1,4,1,2,3,3,2,4,1,3,3,2,1,5,4,5,4,4,5,4,3,4,3,5,5,4 +104607576,Completed,US,NJ,1,4,1,3,1,4,"MOUNTAIN HOME, Arkansas (72653)",1,"RAINELLE, West Virginia (25962)",1,2,18,1,3,1,1,1,10,Web Developer,4,2,5,5,3,4,,,,,,1,1,1,4,3,2,2,3,4,1,4,3,2,1,4,4,4,4,3,4,4,3,5,5,5,5,4 +104607577,Completed,US,NY,1,7,4,1,5,6,"WEAVER, Alabama (36277)",4,"RAINELLE, West Virginia (25962)",4,1,13,1,2,4,1,1,2,Marketing Manager,2,2,4,1,3,3,1,,,,,,1,1,4,3,2,4,2,1,3,3,2,2,1,5,5,4,5,5,4,3,3,4,5,4,5,5 +104607578,Completed,US,NY,1,2,6,7,5,6,"LISMAN, Alabama (36912)",7,"ASHLAND, Alabama (36251)",1,2,19,1,1,3,1,3,8,Electrician,1,2,3,5,3,3,,,,,,1,1,3,1,2,4,2,3,4,1,4,1,2,1,4,5,5,3,4,4,3,5,4,4,5,4,5 +104607579,Completed,US,NY,1,6,1,8,5,4,"ASHLAND, Alabama (36251)",2,"EATON, Ohio (45320)",2,2,12,1,1,2,5,1,3,Architect,4,2,3,4,3,3,,,,,1,,1,3,2,1,4,3,4,2,1,3,3,1,1,4,4,3,5,5,5,3,4,3,3,5,4,5 +104607612,Completed,US,NY,1,3,2,1,5,1,"NEW YORK, New York (10041)",1,"NEW YORK, New York (10041)",4,3,2563,1,2,4,4,3,13,manager,3,3,4,2,2,5,1,,,,,,3,1,2,3,4,1,2,3,4,3,1,1,3,2,3,4,1,5,2,4,5,5,5,5,5,5 +104607641,Completed,US,NY,1,3,2,3,7,5,"WEAVER, Alabama (36277)",6,"YORK, Alabama (36925)",5,3,11,1,1,5,2,2,18,Dentist,3,2,,,,,,,,,,,1,3,1,2,4,4,2,1,3,4,2,1,1,3,3,3,4,3,5,4,4,5,5,4,4,5 +104607642,Completed,US,NY,1,6,4,4,3,1,"MOUNTAIN HOME, Arkansas (72653)",6,"LISMAN, Alabama (36912)",5,4,11,1,3,3,3,3,,,,,3,2,3,4,,1,,,,,1,3,1,4,2,3,1,4,2,5,3,3,1,4,3,5,5,4,3,4,4,3,3,5,4,4 +104607643,Completed,US,,1,4,3,3,5,4,"KENNEDY, Alabama (35574)",2,"MOUNTAIN HOME, Arkansas (72653)",3,5,12,1,3,4,4,2,,,,,4,6,3,5,,1,,,,,1,1,4,3,2,3,2,4,1,5,1,3,1,4,3,5,4,4,4,5,3,4,5,5,4,4 +104607644,Completed,US,NY,2,7,1,5,4,1,"RAINELLE, West Virginia (25962)",7,"YORK, Alabama (36925)",1,2,19,1,2,2,3,3,,,,,5,1,3,5,,,,,,1,1,4,1,2,3,1,3,2,4,3,3,1,1,4,5,4,3,5,5,3,4,3,4,4,3,4 +104607646,Completed,US,MA,2,3,4,1,4,4,"RAINELLE, West Virginia (25962)",5,"WEAVER, Alabama (36277)",5,2,19,1,1,4,3,2,19,Graphic Designer,4,2,,,,,,,,,,,1,2,4,1,3,2,4,1,3,5,1,3,1,3,4,3,4,3,4,3,5,3,4,4,5,4 +104607650,Completed,US,NY,1,5,4,2,4,3,"LISMAN, Alabama (36912)",1,"WEAVER, Alabama (36277)",3,5,10,1,1,5,4,2,5,Accountant,4,2,4,4,3,4,,1,,,,,1,4,1,2,3,3,2,1,4,3,2,2,1,4,5,5,4,4,4,4,5,4,5,3,3,5 +104607652,Completed,US,NY,1,7,2,5,1,4,"KENNEDY, Alabama (35574)",7,"MOUNTAIN HOME, Arkansas (72653)",4,3,11,1,2,4,5,1,16,Engineer,1,2,,,,,,,,,,,1,4,1,2,3,3,2,1,4,4,1,2,1,4,4,3,3,4,5,5,5,5,3,3,3,5 +104607653,Completed,US,NY,2,4,5,7,8,6,"WEAVER, Alabama (36277)",1,"FRANKLIN, Virginia (23851)",1,3,9,1,2,2,2,2,,,,,5,5,3,3,,1,,,,,1,3,4,1,2,1,4,2,3,3,3,3,1,5,3,5,3,3,4,3,5,5,5,5,3,5 +104607656,Completed,US,NY,2,6,3,6,4,3,"ETHRIDGE, Tennessee (38456)",6,"YORK, Alabama (36925)",5,2,10,1,2,5,2,3,,,,,5,1,3,4,,,,,,1,1,1,4,2,3,2,3,1,4,3,3,2,1,5,4,5,4,5,3,3,4,5,4,4,4,5 +104607657,Completed,US,NY,2,3,5,8,6,4,"ETHRIDGE, Tennessee (38456)",5,"WEAVER, Alabama (36277)",2,4,8,1,3,5,3,2,,,,,4,6,3,4,,1,,,,,1,4,2,3,1,2,3,1,4,3,1,3,1,5,3,3,5,5,4,5,4,4,3,5,5,4 +104607660,Completed,US,NY,2,6,2,7,8,2,"EATON, Ohio (45320)",7,"RAINELLE, West Virginia (25962)",2,5,22,1,1,1,3,4,,,,,4,4,3,3,,,1,,,,1,3,1,4,2,4,3,2,1,3,1,2,1,5,3,4,4,4,5,5,3,3,3,4,5,3 +104607662,Completed,US,NY,1,3,3,7,4,6,"EATON, Ohio (45320)",4,"WEAVER, Alabama (36277)",5,3,30,1,1,2,4,1,,,,,4,1,3,5,,,1,,,,1,1,2,4,3,4,3,1,2,3,3,3,1,3,5,3,3,5,4,5,5,5,4,4,5,5 +104607665,Completed,US,NJ,1,2,1,1,5,6,"ETHRIDGE, Tennessee (38456)",6,"LISMAN, Alabama (36912)",4,1,30,1,2,2,5,4,,,,,5,6,3,3,,,,,,1,1,2,3,4,1,4,2,1,3,5,1,3,1,3,5,3,3,3,5,3,5,3,4,4,3,5 +104607670,Completed,US,NY,1,2,2,1,3,1,"RAINELLE, West Virginia (25962)",7,"KENNEDY, Alabama (35574)",3,1,18,1,2,1,1,4,,,,,4,5,3,3,,,,,1,,1,2,4,3,1,1,4,3,2,5,1,2,1,4,4,3,4,4,5,3,3,3,3,4,3,3 +104607671,Completed,US,,1,5,2,3,4,4,"EATON, Ohio (45320)",3,"ETHRIDGE, Tennessee (38456)",1,5,19,1,1,5,2,4,,,,,5,4,3,5,,,,,1,,1,2,3,4,1,3,4,1,2,4,2,3,1,4,3,5,5,4,3,5,5,3,3,5,4,5 +104607673,Completed,US,NY,1,1,4,7,2,2,,6,,3,4,10,1,1,4,1,2,15,Nurse,3,2,,,,,,,,,,,1,4,1,2,3,2,3,4,1,3,1,1,1,3,5,4,3,5,5,5,4,5,3,5,5,5 +104607674,Completed,US,NY,1,7,3,6,2,5,"RAINELLE, West Virginia (25962)",4,"LISMAN, Alabama (36912)",4,5,14,1,2,3,3,4,,,,,3,3,3,5,,,,1,,,1,4,3,1,2,1,2,4,3,5,2,3,1,4,4,4,5,4,4,3,4,5,4,4,5,5 +104607675,Completed,US,NY,1,5,5,7,8,5,"WEAVER, Alabama (36277)",4,"ASHLAND, Alabama (36251)",4,1,16,1,1,3,4,3,,,,,3,5,3,3,,1,,,,,1,1,2,4,3,2,1,4,3,4,3,1,1,5,3,4,4,4,5,4,3,4,4,4,3,3 +104607676,Completed,US,NY,2,4,2,6,1,6,"MOUNTAIN HOME, Arkansas (72653)",7,"ETHRIDGE, Tennessee (38456)",5,3,13,1,1,3,1,4,12,Writer/Journalist,3,2,3,4,3,4,,,,,1,,1,3,1,4,2,2,4,3,1,4,2,1,1,3,3,3,4,3,3,3,3,3,5,5,3,3 +104607714,Completed,US,,2,3,2,1,5,2,"ALBANY, Oregon (97321)",2,"ALBANY, Oregon (97321)",3,3,10,2,2,3,3,2,5,,3,4,3,3,2,4,1,,,,,,4,2,1,3,4,3,4,1,2,2,2,2,1,3,4,4,3,3,4,4,3,3,4,4,3,4 +104607715,Completed,US,MA,2,4,2,1,6,1,"ALBANY, Oregon (97321)",2,"ALBANY, Oregon (97321)",4,4,15,1,2,3,3,3,5,,3,4,3,4,3,5,,,,1,,,4,3,4,1,2,2,1,3,4,3,3,3,2,3,2,3,4,3,3,2,3,3,4,4,3,3 +104607766,Completed,US,NY,1,6,3,6,7,4,"YORK, Alabama (36925)",3,"EATON, Ohio (45320)",5,1,22,1,1,4,4,4,19,Attorney,1,2,3,5,3,3,,,1,,,,1,3,2,1,4,3,4,2,1,5,1,1,1,4,5,3,5,3,4,4,4,5,4,5,3,3 +104607768,Completed,US,NY,2,4,1,8,5,2,"YORK, Alabama (36925)",1,"RAINELLE, West Virginia (25962)",2,2,30,1,3,2,2,3,18,Software Developer,2,2,,,,,,,,,,,1,3,1,4,2,1,4,3,2,3,3,3,1,4,5,3,4,4,3,4,3,4,4,3,3,5 +104607769,Completed,US,NY,1,5,1,3,1,6,"LISMAN, Alabama (36912)",4,"FRANKLIN, Virginia (23851)",3,5,18,1,2,4,5,4,9,Physician/Doctor,4,2,,,,,,,,,,,1,1,2,3,4,1,2,4,3,4,2,3,1,4,3,3,4,4,4,3,4,5,3,4,4,5 +104607772,Completed,US,,2,6,5,5,7,3,"KENNEDY, Alabama (35574)",6,"ETHRIDGE, Tennessee (38456)",3,3,13,1,3,4,2,4,9,Graphic Designer,2,2,3,6,3,4,,1,,,,,1,4,2,3,1,3,4,1,2,5,1,1,1,5,3,3,5,4,5,4,5,5,5,4,5,4 +104607773,Completed,US,NY,2,6,3,4,3,1,"FRANKLIN, Virginia (23851)",6,"ASHLAND, Alabama (36251)",1,4,10,1,2,2,4,4,19,Real Estate Agent,3,2,,,,,,,,,,,1,2,4,1,3,1,3,2,4,5,1,3,1,5,3,4,4,4,4,5,5,4,5,5,3,3 +104607774,Completed,US,NY,1,6,3,8,3,3,"YORK, Alabama (36925)",7,"ETHRIDGE, Tennessee (38456)",4,5,25,1,2,4,4,3,19,Architect,3,2,,,,,,,,,,,1,2,1,3,4,4,2,3,1,3,1,3,1,4,5,4,3,5,3,4,3,3,4,4,4,4 +104607775,Completed,US,NY,2,4,2,7,3,3,"EATON, Ohio (45320)",1,"EATON, Ohio (45320)",4,3,30,1,1,4,5,2,2,Dentist,3,2,3,6,3,3,,,,,,1,1,4,3,1,2,1,3,4,2,5,2,2,1,4,4,5,3,3,3,4,4,4,4,4,5,3 +104607776,Completed,US,NY,1,7,5,2,6,1,"ETHRIDGE, Tennessee (38456)",6,"ASHLAND, Alabama (36251)",4,3,9,1,3,5,2,1,,,,,4,1,3,3,1,,,,,,1,4,3,2,1,2,1,3,4,3,3,1,1,3,5,4,3,4,4,5,4,4,4,5,5,5 +104607777,Completed,US,NY,2,7,1,6,3,2,"MOUNTAIN HOME, Arkansas (72653)",7,"WEAVER, Alabama (36277)",3,4,12,1,1,2,1,3,19,Web Developer,3,2,,,,,,,,,,,1,1,3,2,4,4,2,1,3,4,1,1,1,5,3,3,3,3,3,4,5,5,5,5,4,5 +104607778,Completed,US,NY,2,2,5,8,8,6,"KENNEDY, Alabama (35574)",6,"FRANKLIN, Virginia (23851)",4,2,17,1,2,4,4,4,,,,,3,1,3,4,,,,,1,,1,4,3,2,1,2,3,4,1,4,1,3,1,4,5,4,5,4,4,4,5,3,5,5,5,5 +104607781,Completed,US,,1,5,6,1,3,4,"EATON, Ohio (45320)",6,"YORK, Alabama (36925)",1,5,22,1,3,3,2,2,,,,,5,5,3,3,,,,,1,,1,4,2,1,3,1,4,3,2,5,1,3,1,5,5,5,3,4,3,5,4,4,3,3,4,5 +104607785,Completed,US,CA,1,5,6,6,8,1,"ETHRIDGE, Tennessee (38456)",5,"MOUNTAIN HOME, Arkansas (72653)",4,4,18,1,2,2,1,4,1,Software Developer,3,2,,,,,,,,,,,1,1,3,2,4,2,1,3,4,4,3,3,1,5,4,3,3,4,5,3,3,5,4,3,5,3 +104607790,Completed,US,NY,1,7,1,2,3,4,"EATON, Ohio (45320)",2,"KENNEDY, Alabama (35574)",5,3,13,1,1,3,1,4,15,Accountant,1,2,3,1,3,3,,,,,1,,1,4,3,1,2,4,1,2,3,3,1,1,1,4,3,4,4,4,4,3,5,3,4,4,3,5 +104607795,Completed,US,NY,2,1,5,5,5,1,"LISMAN, Alabama (36912)",2,"MOUNTAIN HOME, Arkansas (72653)",5,1,30,1,3,4,5,1,,,,,5,2,3,4,1,,,,,,1,1,3,4,2,4,2,3,1,5,2,2,1,3,5,4,3,5,3,5,5,5,5,3,5,3 +104607797,Completed,US,NY,1,2,5,2,4,2,"LISMAN, Alabama (36912)",2,"ASHLAND, Alabama (36251)",1,4,8,1,2,1,5,4,,,,,4,2,3,4,,,,1,,,1,4,3,1,2,4,3,2,1,4,3,3,1,3,3,3,4,3,5,4,4,4,5,4,3,4 +104607817,Completed,US,NY,2,4,5,2,2,4,"ASHLAND, Alabama (36251)",2,"YORK, Alabama (36925)",5,4,25,1,1,1,2,3,4,Police Officer,4,2,3,5,3,5,,,,,,1,1,1,2,3,4,4,2,3,1,5,2,1,1,3,5,4,4,4,3,3,5,4,3,4,5,3 +104607818,Completed,US,NY,2,3,5,2,7,6,"FRANKLIN, Virginia (23851)",3,"MOUNTAIN HOME, Arkansas (72653)",1,5,22,1,3,2,3,1,10,Chef,1,2,5,6,3,5,,1,,,,,1,4,2,1,3,2,4,3,1,3,3,2,1,4,5,5,5,5,4,4,4,5,4,4,4,4 +104607819,Completed,US,NY,1,6,2,6,3,6,"WEAVER, Alabama (36277)",7,"ETHRIDGE, Tennessee (38456)",5,3,18,1,2,2,5,2,3,Veterinarian.,2,2,5,2,3,4,,,,,1,,1,3,2,4,1,1,2,4,3,4,3,1,1,3,5,4,5,3,5,3,5,5,3,4,5,3 +104607820,Completed,US,NY,2,2,6,8,2,1,"YORK, Alabama (36925)",4,"ETHRIDGE, Tennessee (38456)",5,1,11,1,3,3,5,3,16,Graphic Designer,2,2,3,3,3,5,,,1,,,,1,3,1,2,4,3,1,4,2,4,3,3,1,4,5,4,3,3,5,4,4,3,3,3,4,3 +104607822,Completed,US,NY,2,5,5,6,3,4,"EATON, Ohio (45320)",1,"YORK, Alabama (36925)",5,5,13,1,1,2,1,4,20,Dentist,3,2,,,,,,,,,,,1,3,4,1,2,3,1,4,2,4,2,2,1,4,5,3,3,5,3,3,5,4,3,3,3,4 +104607823,Completed,US,NY,2,4,3,2,6,3,"WEAVER, Alabama (36277)",4,"WEAVER, Alabama (36277)",1,5,30,1,2,2,2,4,,,,,3,2,3,4,,,1,,,,1,3,2,4,1,2,4,3,1,4,2,2,1,5,5,3,3,4,4,5,5,4,3,5,5,3 +104607824,Completed,US,NY,2,4,4,1,7,3,"WEAVER, Alabama (36277)",6,"MOUNTAIN HOME, Arkansas (72653)",2,4,14,1,2,1,3,3,,,,,4,6,3,5,,,1,,,,1,4,3,1,2,2,1,3,4,4,1,2,1,5,5,5,4,5,3,3,3,4,5,3,5,5 +104607825,Completed,US,NY,2,3,2,3,1,3,"FRANKLIN, Virginia (23851)",1,"YORK, Alabama (36925)",5,4,25,1,1,3,5,1,15,Attorney,2,2,4,6,3,3,,,,,,1,1,1,4,2,3,1,2,4,3,5,2,2,1,5,4,5,4,4,3,3,4,3,4,4,4,3 +104607826,Completed,US,NY,2,3,6,4,5,6,"LISMAN, Alabama (36912)",2,"YORK, Alabama (36925)",4,2,12,1,2,3,4,1,7,Writer/Journalist,3,2,4,3,3,4,,,,,,1,1,4,2,1,3,2,3,1,4,4,1,1,1,4,5,5,5,4,4,4,5,5,4,3,3,3 +104607827,Completed,US,NY,2,2,4,3,3,2,"KENNEDY, Alabama (35574)",3,"RAINELLE, West Virginia (25962)",5,5,10,1,1,2,5,3,14,Teacher,1,2,4,4,3,3,,,,,1,,1,2,4,1,3,3,2,1,4,4,1,3,1,4,4,3,3,4,5,4,3,3,5,4,4,5 +104607828,Completed,US,NY,1,2,2,3,2,1,"FRANKLIN, Virginia (23851)",4,"ASHLAND, Alabama (36251)",3,5,11,1,2,1,1,4,14,Dentist,2,2,5,4,3,5,,,1,,,,1,1,3,2,4,1,4,3,2,5,1,2,1,5,3,3,5,3,5,5,5,5,4,4,4,4 +104607829,Completed,US,,2,5,4,6,1,3,"FRANKLIN, Virginia (23851)",7,"WEAVER, Alabama (36277)",3,5,19,1,3,5,3,2,16,Veterinarian.,2,2,3,2,3,5,,,,,1,,1,3,1,4,2,2,3,1,4,5,3,1,1,3,5,5,4,5,5,3,5,4,5,5,3,4 +104607830,Completed,US,NY,1,6,1,5,3,6,"ASHLAND, Alabama (36251)",2,"RAINELLE, West Virginia (25962)",1,2,20,1,1,4,3,1,,,,,5,6,3,3,,,,,,1,1,3,4,2,1,1,2,3,4,4,3,3,1,5,3,3,5,4,4,3,4,5,3,5,4,3 +104607831,Completed,US,NY,2,7,6,2,6,5,"LISMAN, Alabama (36912)",5,"LISMAN, Alabama (36912)",5,3,18,1,2,1,3,3,,,,,4,4,3,5,,,,,,1,1,4,2,1,3,1,2,3,4,4,1,2,1,5,5,4,3,4,4,3,5,5,3,4,5,3 +104607832,Completed,US,NY,1,4,5,6,5,1,"RAINELLE, West Virginia (25962)",5,"WEAVER, Alabama (36277)",4,2,18,1,1,3,3,1,2,Veterinarian.,2,2,4,4,3,5,,1,,,,,1,4,2,3,1,3,1,4,2,3,3,3,1,5,5,4,3,4,3,3,5,4,4,3,3,5 +104607833,Completed,US,NY,1,7,6,5,8,2,"KENNEDY, Alabama (35574)",6,"LISMAN, Alabama (36912)",4,5,20,1,3,4,2,2,,,,,4,1,3,3,,,,,1,,1,4,1,3,2,3,1,2,4,4,1,1,1,5,4,3,4,3,4,5,5,5,4,3,3,3 +104607834,Completed,US,NY,2,6,2,2,8,6,"WEAVER, Alabama (36277)",1,"YORK, Alabama (36925)",4,4,16,1,3,1,4,3,15,Dentist,4,2,3,1,3,5,,,,,,1,1,2,3,1,4,2,3,1,4,3,1,1,1,4,4,4,5,3,3,5,5,5,3,3,3,4 +104607835,Completed,US,NY,2,1,6,2,6,4,"MOUNTAIN HOME, Arkansas (72653)",1,"YORK, Alabama (36925)",1,4,22,1,1,4,2,3,,,,,5,3,3,4,,,,,1,,1,4,3,1,2,3,4,2,1,4,1,2,1,3,4,3,4,5,4,5,3,5,3,4,3,3 +104607846,Completed,US,NY,2,2,5,6,1,6,"WEAVER, Alabama (36277)",7,"FRANKLIN, Virginia (23851)",4,3,9,1,2,1,1,3,12,Teacher,1,2,3,5,3,5,,,,,,1,1,1,2,3,4,3,2,4,1,5,2,1,1,5,4,5,3,5,5,3,3,4,3,5,5,4 +104607858,Completed,US,NY,1,5,5,7,6,2,"EATON, Ohio (45320)",2,"EATON, Ohio (45320)",1,5,19,1,2,4,4,3,,,,,4,3,3,4,,,,1,,,1,1,4,3,2,3,2,1,4,3,1,1,1,4,4,4,3,4,4,3,5,4,4,4,3,4 +104607859,Completed,US,NY,1,4,2,8,8,1,"RAINELLE, West Virginia (25962)",6,"EATON, Ohio (45320)",1,4,17,1,3,4,1,3,2,Engineer,3,2,5,2,3,4,,,,1,,,1,3,4,2,1,4,1,3,2,5,2,1,1,3,3,5,5,3,5,4,4,4,3,5,3,3 +104607861,Completed,US,NY,2,6,6,7,2,6,"EATON, Ohio (45320)",4,"WEAVER, Alabama (36277)",4,2,30,1,2,2,3,1,,,,,4,2,3,4,,,,,,1,1,2,3,1,4,1,3,4,2,5,2,3,1,4,5,3,3,3,5,4,5,4,3,4,5,5 +104607862,Completed,US,NY,2,4,3,1,2,4,"ETHRIDGE, Tennessee (38456)",7,"EATON, Ohio (45320)",3,5,12,1,2,5,2,4,5,Architect,1,2,5,3,3,4,,,,,,1,1,3,1,4,2,4,2,3,1,5,3,2,1,3,5,3,5,4,3,4,4,5,4,5,3,3 +104607864,Completed,US,NY,2,5,3,4,2,4,"LISMAN, Alabama (36912)",1,"WEAVER, Alabama (36277)",2,4,17,1,3,1,3,4,,,,,3,5,3,3,,1,,,,,1,3,1,2,4,1,4,2,3,5,1,3,1,5,3,4,4,3,3,5,4,5,3,3,3,3 +104607865,Completed,US,NY,2,2,6,4,7,3,"MOUNTAIN HOME, Arkansas (72653)",1,"KENNEDY, Alabama (35574)",1,1,11,1,1,5,3,3,,,,,5,2,3,3,,,,,,1,1,3,4,2,1,2,1,3,4,5,1,3,1,5,5,5,4,3,4,5,4,4,4,3,5,5 +104607866,Completed,US,NY,2,6,3,2,7,1,"YORK, Alabama (36925)",5,"RAINELLE, West Virginia (25962)",4,3,8,1,3,1,3,1,,,,,5,6,3,5,,,1,,,,1,3,4,2,1,3,2,1,4,4,3,3,1,4,4,3,4,3,5,4,4,3,5,4,4,4 +104607867,Completed,US,NY,1,6,1,1,1,3,"KENNEDY, Alabama (35574)",2,"RAINELLE, West Virginia (25962)",1,3,18,1,3,4,3,4,9,Architect,2,2,5,2,3,3,,,,,1,,1,1,4,2,3,1,2,3,4,4,3,1,1,5,5,4,4,4,3,3,5,3,4,5,4,5 +104607869,Completed,US,NY,1,6,6,8,8,3,"MOUNTAIN HOME, Arkansas (72653)",7,"WEAVER, Alabama (36277)",2,4,20,1,2,2,2,3,9,Marketing Manager,4,2,,,,,,,,,,,1,3,2,4,1,4,1,2,3,5,2,3,1,5,3,3,3,5,3,3,3,5,4,5,5,3 +104607870,Completed,US,NY,1,2,6,7,2,4,"KENNEDY, Alabama (35574)",4,"RAINELLE, West Virginia (25962)",2,2,19,1,2,2,4,3,,,,,5,6,3,3,,,,,1,,1,3,2,4,1,4,1,3,2,4,2,2,1,3,4,5,5,3,4,5,3,5,3,3,4,3 +104607872,Completed,US,NY,1,7,3,3,6,3,"KENNEDY, Alabama (35574)",7,"MOUNTAIN HOME, Arkansas (72653)",5,3,13,1,3,4,5,3,,,,,4,1,3,5,1,,,,,,1,2,3,1,4,3,2,4,1,5,2,2,1,4,4,4,3,3,4,4,4,5,3,4,3,5 +104607873,Completed,US,NJ,2,3,3,3,2,1,"ASHLAND, Alabama (36251)",2,"WEAVER, Alabama (36277)",2,3,19,1,2,5,3,1,,,,,4,1,3,3,,,,1,,,1,1,3,2,4,2,3,4,1,3,3,3,1,4,4,3,3,4,5,4,4,4,5,4,5,4 +104607875,Completed,US,NJ,1,4,6,8,1,6,"LISMAN, Alabama (36912)",5,"ETHRIDGE, Tennessee (38456)",4,5,19,1,3,3,1,2,9,Marketing Manager,4,2,4,6,3,3,,,,,1,,1,1,3,2,4,2,4,3,1,3,2,2,1,4,4,3,5,3,3,4,4,3,5,3,5,3 +104607876,Completed,US,NY,1,6,5,4,6,6,"EATON, Ohio (45320)",2,"MOUNTAIN HOME, Arkansas (72653)",1,4,25,1,3,4,1,4,6,Dentist,3,2,3,2,3,4,1,,,,,,1,2,1,3,4,1,2,3,4,3,3,2,1,4,3,4,3,5,4,5,5,4,5,4,4,5 +104607878,Completed,US,NY,1,7,1,2,5,4,"EATON, Ohio (45320)",6,"EATON, Ohio (45320)",4,3,15,1,3,2,2,4,1,Veterinarian.,3,2,5,1,3,3,,,,,,1,1,1,2,3,4,3,2,1,4,3,2,3,1,4,5,5,4,3,3,3,4,3,3,4,3,4 +104607880,Completed,US,NY,1,6,3,5,4,3,"EATON, Ohio (45320)",7,"ETHRIDGE, Tennessee (38456)",2,4,14,1,3,3,3,2,16,Software Developer,2,2,3,5,3,3,,1,,,,,1,2,3,1,4,4,3,2,1,4,3,3,1,4,5,4,4,3,5,4,5,5,3,5,5,5 +104607882,Completed,US,CA,2,2,1,5,8,6,"ASHLAND, Alabama (36251)",5,"YORK, Alabama (36925)",4,2,9,1,2,3,4,1,,,,,3,4,3,4,1,,,,,,1,4,1,2,3,4,2,1,3,3,2,1,1,4,4,3,5,5,5,3,4,5,4,5,3,3 +104607884,Completed,US,NY,1,5,5,1,6,1,"EATON, Ohio (45320)",1,"ASHLAND, Alabama (36251)",5,1,30,1,2,4,4,4,,,,,3,4,3,4,,,1,,,,1,3,1,2,4,1,3,2,4,5,2,1,1,3,4,3,4,5,3,5,3,5,3,4,4,3 +104607885,Completed,US,NY,2,3,4,6,4,4,"YORK, Alabama (36925)",1,"MOUNTAIN HOME, Arkansas (72653)",5,5,9,1,3,4,4,1,4,Attorney,4,2,5,5,3,5,,,1,,,,1,3,4,1,2,4,2,3,1,5,2,3,1,3,5,3,3,4,4,5,4,3,4,3,5,3 +104607888,Completed,US,CA,2,4,2,1,6,6,"MCCAMMON, Idaho (83250)",4,"MCCAMMON, Idaho (83250)",4,2,14,1,3,4,4,2,9,administration,3,3,3,2,2,4,1,,1,,,,4,2,1,3,4,2,1,3,4,4,1,2,2,3,3,3,1,2,2,3,5,3,4,2,3,4 +104607916,Completed,US,NY,2,5,1,5,2,2,"RAINELLE, West Virginia (25962)",7,"LISMAN, Alabama (36912)",5,4,10,1,2,2,3,3,,,,,3,5,3,3,,,,1,,,1,3,1,2,4,4,3,1,2,5,3,1,1,3,3,3,3,3,4,4,5,4,3,5,4,3 +104607919,Completed,US,NY,1,7,4,5,4,3,"FRANKLIN, Virginia (23851)",3,"FRANKLIN, Virginia (23851)",5,5,12,1,2,1,1,3,,,,,4,5,3,5,1,,,,,,1,1,4,2,3,3,1,4,2,5,2,2,1,4,4,5,3,4,4,4,3,4,4,5,5,3 +104607920,Completed,US,NY,2,4,2,7,4,2,"ETHRIDGE, Tennessee (38456)",2,"MOUNTAIN HOME, Arkansas (72653)",1,3,10,1,1,5,4,2,15,Nurse,1,2,3,4,3,4,,1,,,,,1,1,3,2,4,1,4,3,2,5,1,1,1,5,3,5,3,4,4,3,5,3,3,5,3,3 +104607922,Completed,US,NY,1,7,6,6,6,4,"EATON, Ohio (45320)",2,"RAINELLE, West Virginia (25962)",1,2,30,1,3,1,3,4,,,,,4,2,3,5,,,,1,,,1,2,4,3,1,3,4,1,2,5,3,2,1,4,4,4,4,3,4,3,3,3,4,3,3,5 +104607924,Completed,US,NY,1,6,3,1,1,1,"LISMAN, Alabama (36912)",4,"KENNEDY, Alabama (35574)",1,5,13,1,1,1,1,2,,,,,4,2,3,3,,1,,,,,1,2,3,1,4,1,2,4,3,5,3,3,1,4,3,4,4,4,3,5,5,5,4,4,4,5 +104607925,Completed,US,NY,2,3,2,4,4,6,"RAINELLE, West Virginia (25962)",6,"YORK, Alabama (36925)",2,4,16,1,1,2,4,4,,,,,3,1,3,3,,,1,,,,1,4,3,1,2,4,2,3,1,4,1,3,1,4,3,3,4,4,3,4,5,3,5,3,3,5 +104607926,Completed,US,NJ,1,7,5,4,2,4,"FRANKLIN, Virginia (23851)",4,"WEAVER, Alabama (36277)",2,5,12,1,3,3,2,3,,,,,3,5,3,5,1,,,,,,1,1,2,3,4,2,3,4,1,4,1,3,1,3,5,5,3,3,5,3,4,4,4,3,4,4 +104607927,Completed,US,NY,1,6,2,2,3,6,"ETHRIDGE, Tennessee (38456)",1,"FRANKLIN, Virginia (23851)",3,1,25,1,3,1,4,4,,,,,3,1,3,5,,,,,,1,1,1,2,4,3,1,3,4,2,4,2,1,1,5,5,3,5,3,4,3,4,5,5,3,4,4 +104607928,Completed,US,NY,1,4,2,1,6,6,"FRANKLIN, Virginia (23851)",5,"EATON, Ohio (45320)",4,2,30,1,2,1,4,2,,,,,5,2,3,4,,,,,1,,1,3,2,1,4,1,2,3,4,3,3,3,1,3,5,4,3,3,3,3,4,4,3,5,3,3 +104607929,Completed,US,NY,2,7,3,8,5,5,"MOUNTAIN HOME, Arkansas (72653)",2,"ETHRIDGE, Tennessee (38456)",5,2,20,1,1,5,4,3,,,,,4,6,3,5,,,1,,,,1,1,4,3,2,4,2,3,1,5,2,3,1,4,4,4,4,3,4,4,4,5,3,5,5,3 +104607930,Completed,US,NY,2,6,6,1,2,1,"FRANKLIN, Virginia (23851)",7,"LISMAN, Alabama (36912)",2,1,30,1,1,3,4,2,,,,,5,4,3,3,,1,,,,,1,2,1,3,4,2,4,3,1,4,3,2,1,4,4,5,5,5,5,3,3,4,4,3,3,5 +104607931,Completed,US,NJ,1,5,5,6,5,2,"FRANKLIN, Virginia (23851)",3,"WEAVER, Alabama (36277)",4,3,8,1,1,5,1,4,,,,,3,2,3,4,,,,1,,,1,2,3,4,1,1,2,4,3,5,1,3,1,5,3,3,3,3,5,4,4,5,3,4,5,5 +104607932,Completed,US,NY,2,4,1,1,2,5,"ETHRIDGE, Tennessee (38456)",5,"FRANKLIN, Virginia (23851)",4,2,30,1,3,4,1,4,,,,,3,2,3,3,,,,1,,,1,4,2,1,3,3,4,2,1,3,3,3,1,5,3,4,4,4,3,4,4,4,3,4,5,3 +104607933,Completed,US,NY,1,3,1,7,4,4,"EATON, Ohio (45320)",2,"EATON, Ohio (45320)",3,5,12,1,2,5,3,1,,,,,3,5,3,4,1,,,,,,1,2,4,3,1,1,4,2,3,5,3,2,1,3,4,3,3,3,5,5,5,5,3,3,5,5 +104607935,Completed,US,NY,2,4,6,3,5,5,"KENNEDY, Alabama (35574)",7,"ETHRIDGE, Tennessee (38456)",4,3,9,1,1,4,2,3,14,Accountant,1,2,4,3,3,5,,1,,,,,1,2,4,3,1,2,3,1,4,3,2,1,1,4,4,3,3,5,3,4,5,5,4,5,4,3 +104607936,Completed,US,NY,1,5,5,5,7,4,"ASHLAND, Alabama (36251)",7,"LISMAN, Alabama (36912)",2,2,18,1,2,2,5,2,13,Physician/Doctor,4,2,3,3,3,3,,,,,1,,1,1,2,4,3,2,4,1,3,5,1,2,1,5,4,3,4,4,5,5,5,3,3,5,5,4 +104607937,Completed,US,NY,2,1,6,2,4,2,"LISMAN, Alabama (36912)",2,"WEAVER, Alabama (36277)",1,4,10,1,1,4,5,3,,,,,4,6,3,3,,1,,,,,1,3,2,4,1,4,3,1,2,5,2,3,1,5,4,3,4,4,4,4,5,4,5,4,5,3 +104607938,Completed,US,NY,2,7,1,7,6,2,"ETHRIDGE, Tennessee (38456)",7,"EATON, Ohio (45320)",2,3,10,1,2,5,5,4,19,Writer/Journalist,2,2,3,4,3,4,,,,1,,,1,4,2,1,3,3,1,2,4,3,1,3,1,4,5,4,3,4,3,5,4,4,5,5,5,4 +104607939,Completed,US,NY,1,1,2,3,6,2,"MOUNTAIN HOME, Arkansas (72653)",7,"ASHLAND, Alabama (36251)",1,5,15,1,2,4,1,1,,,,,3,3,3,3,,,,,1,,1,2,4,3,1,3,1,2,4,5,1,3,1,5,4,5,4,4,5,5,3,3,3,5,4,3 +104607942,Completed,US,NY,,,,,,,,,,,,,,,,,,15,Engineer,3,2,3,2,3,3,,1,,,,,1,1,3,2,4,2,1,4,3,4,2,2,1,5,5,3,5,4,3,5,5,4,4,3,5,4 +104607943,Completed,US,NY,1,3,1,5,4,3,"MOUNTAIN HOME, Arkansas (72653)",5,"LISMAN, Alabama (36912)",4,2,9,1,1,2,5,3,,,,,4,2,3,4,,,,,,1,1,3,1,4,2,2,4,3,1,3,3,1,1,4,3,4,5,3,3,5,5,4,3,5,5,5 +104607987,Completed,PS,NBS,2,3,2,1,6,,"SEYMOUR, Indiana (47274)",4,"MONROE, Louisiana (71210)",2,3,59,1,2,2,1,2,10,manager,1,2,3,4,3,3,1,,,,,,2,2,1,4,3,3,2,1,4,3,1,1,2,5,3,4,2,2,5,4,3,3,2,4,3,5 +104607991,Completed,US,NY,2,5,2,5,4,3,"LISMAN, Alabama (36912)",4,"ETHRIDGE, Tennessee (38456)",1,3,9,1,3,5,5,2,,,,,3,6,3,3,,,,,,1,1,1,4,2,3,4,1,2,3,5,3,3,1,5,4,4,5,3,4,4,5,5,3,5,3,3 +104607992,Completed,US,NY,2,7,4,1,5,1,"EATON, Ohio (45320)",3,"ASHLAND, Alabama (36251)",1,1,12,1,1,2,3,1,,,,,4,3,3,3,,,,,,1,1,2,3,1,4,3,1,4,2,4,1,1,1,3,4,4,3,5,4,5,5,4,3,3,3,3 +104607994,Completed,US,NY,1,6,6,6,2,5,"LISMAN, Alabama (36912)",3,"EATON, Ohio (45320)",5,3,30,1,1,2,5,4,,,,,5,5,3,3,,1,,,,,1,2,1,3,4,1,4,2,3,4,3,3,1,5,4,3,3,3,5,5,5,4,4,3,5,3 +104607995,Completed,US,NY,2,2,3,3,8,3,"FRANKLIN, Virginia (23851)",1,"MOUNTAIN HOME, Arkansas (72653)",3,4,13,1,1,1,2,4,,,,,4,4,3,5,,1,,,,,1,2,1,3,4,4,3,2,1,5,3,3,1,3,4,5,4,4,5,5,5,3,4,3,3,3 +104607996,Completed,US,NJ,1,3,4,2,1,2,"LISMAN, Alabama (36912)",7,"FRANKLIN, Virginia (23851)",2,3,14,1,1,2,2,3,13,Web Developer,4,2,,,,,,,,,,,1,3,4,1,2,4,2,1,3,4,3,1,1,5,3,3,5,3,3,3,3,5,5,3,4,4 +104607999,Completed,US,NY,1,1,6,1,5,2,"KENNEDY, Alabama (35574)",4,"RAINELLE, West Virginia (25962)",3,5,14,1,1,3,4,3,,,,,4,6,3,5,,,,,1,,1,2,3,1,4,2,4,1,3,4,3,2,1,4,5,3,4,5,4,5,3,5,5,3,5,4 +104608003,Completed,US,NY,2,1,5,4,7,1,"FRANKLIN, Virginia (23851)",6,"ETHRIDGE, Tennessee (38456)",1,3,22,1,2,1,5,3,,,,,4,5,3,5,,,,,,1,1,2,1,4,3,4,1,3,2,4,1,2,1,5,5,5,3,5,3,3,5,3,5,3,5,4 +104608005,Completed,US,NY,2,6,5,8,8,3,"FRANKLIN, Virginia (23851)",6,"FRANKLIN, Virginia (23851)",5,4,30,1,1,2,2,2,,,,,3,2,3,5,,,,,1,,1,4,3,1,2,1,3,4,2,3,2,3,1,3,3,5,3,3,3,3,3,3,5,4,5,3 +104608009,Completed,US,NY,2,1,5,2,3,6,"YORK, Alabama (36925)",1,"RAINELLE, West Virginia (25962)",1,4,8,1,3,2,4,2,,,,,5,1,3,5,,,1,,,,1,3,4,2,1,1,4,2,3,5,1,2,1,5,5,4,5,4,4,3,3,5,4,5,3,4 +104608011,Completed,GB,ESX,2,2,2,2,8,1,"WEST PALM BEACH, Florida (33401)",5,"SAINT LOUIS, Missouri (63132)",2,4,34,2,2,2,2,1,11,sales,1,3,2,4,1,3,,,1,,,,3,4,2,1,3,2,1,3,4,2,3,2,1,5,3,4,2,3,4,3,3,4,2,3,5,4 +104608012,Completed,US,NJ,2,3,6,4,2,6,"MOUNTAIN HOME, Arkansas (72653)",1,"YORK, Alabama (36925)",5,4,11,1,2,1,1,3,,,,,4,6,3,3,,,1,,,,1,1,3,2,4,4,2,3,1,3,1,1,1,3,3,5,4,3,4,3,4,3,5,5,4,3 +104608015,Completed,US,NY,1,6,2,2,6,3,"YORK, Alabama (36925)",6,"EATON, Ohio (45320)",1,3,13,1,1,3,4,3,20,Writer/Journalist,4,2,3,4,3,3,1,,,,,,1,3,2,4,1,2,1,3,4,3,1,2,1,4,3,5,5,4,4,5,3,5,4,4,3,5 +104608019,Completed,US,NY,1,2,5,2,4,3,"ASHLAND, Alabama (36251)",3,"KENNEDY, Alabama (35574)",2,3,15,1,1,2,5,4,,,,,3,1,3,4,,,,,1,,1,3,1,4,2,1,4,3,2,3,2,3,1,5,5,4,3,4,5,3,4,5,4,5,4,5 +104608020,Completed,US,NY,1,5,5,1,1,4,"FRANKLIN, Virginia (23851)",7,"WEAVER, Alabama (36277)",4,4,22,1,2,4,5,4,10,Writer/Journalist,2,2,,,,,,,,,,,1,3,4,2,1,4,3,1,2,4,2,3,1,3,4,3,3,5,4,5,3,4,5,4,3,4 +104608022,Completed,US,NY,2,1,4,1,6,4,"EATON, Ohio (45320)",4,"LISMAN, Alabama (36912)",5,4,15,1,3,4,1,1,13,Web Developer,3,2,,,,,,,,,,,1,1,2,4,3,2,3,4,1,5,3,2,1,3,5,4,3,4,5,3,3,3,5,5,5,3 +104608023,Completed,US,NY,2,6,1,6,1,3,"LISMAN, Alabama (36912)",1,"KENNEDY, Alabama (35574)",1,1,10,1,1,5,3,1,15,Engineer,1,2,,,,,,,,,,,1,1,4,2,3,1,2,4,3,3,1,2,1,3,3,4,4,4,5,4,5,5,4,4,3,4 +104608072,Completed,US,NC,2,3,2,2,3,4,"ROANOKE, Illinois (61561)",3,"ROANOKE, Illinois (61561)",5,4,12,1,1,3,3,2,4,architect,2,3,2,4,3,5,1,,,,,,1,0,0,0,1,0,0,1,0,3,2,2,1,5,5,5,5,5,5,5,5,5,5,5,5,5 +104608087,Completed,US,UT,1,4,2,1,5,2,"NEW YORK, New York (10041)",2,"NEW YORK, New York (10041)",4,3,21,1,2,4,4,3,13,manager,3,3,4,2,2,5,1,,,,,,3,1,2,3,4,1,2,3,4,3,1,1,3,4,5,5,1,5,3,5,5,5,5,3,5,5 +104608114,Completed,US,NY,1,3,5,6,5,5,"RAINELLE, West Virginia (25962)",6,"ASHLAND, Alabama (36251)",4,1,16,1,3,1,3,1,17,Physician/Doctor,2,2,3,1,3,4,,,1,,,,1,2,1,4,3,1,4,2,3,3,1,2,1,4,5,3,3,3,5,3,5,4,3,3,3,3 +104608115,Completed,US,NY,1,6,4,1,8,6,"MOUNTAIN HOME, Arkansas (72653)",3,"LISMAN, Alabama (36912)",3,1,20,1,3,5,3,3,11,Graphic Designer,1,2,3,5,3,5,,,1,,,,1,2,3,4,1,4,3,1,2,5,1,3,1,5,3,3,5,4,4,5,5,4,3,4,5,4 +104608116,Completed,US,CA,1,6,3,5,5,1,"LISMAN, Alabama (36912)",6,"RAINELLE, West Virginia (25962)",3,5,30,1,1,3,3,1,20,Police Officer,1,2,5,4,3,3,,1,,,,,1,4,1,3,2,4,2,1,3,3,3,1,1,3,3,4,3,3,3,4,4,5,5,3,3,4 +104608118,Completed,US,NY,2,3,6,6,7,6,"RAINELLE, West Virginia (25962)",7,"LISMAN, Alabama (36912)",4,5,18,1,3,5,2,2,9,Real Estate Agent,4,2,5,5,3,3,,,,,1,,1,2,4,1,3,4,1,3,2,4,3,1,1,3,4,3,3,4,4,3,5,3,4,4,3,4 +104608119,Completed,US,NY,2,3,6,3,1,6,"MOUNTAIN HOME, Arkansas (72653)",2,"MOUNTAIN HOME, Arkansas (72653)",2,4,18,1,2,5,4,3,1,Attorney,2,2,3,5,3,3,,1,,,,,1,3,1,2,4,2,4,3,1,5,2,2,1,4,5,4,3,4,3,4,5,5,4,3,5,3 +104608120,Completed,US,NY,2,3,6,1,6,3,"ETHRIDGE, Tennessee (38456)",3,"WEAVER, Alabama (36277)",5,5,25,1,2,4,5,1,6,Teacher,4,2,3,3,3,4,,,,,,1,1,2,4,3,1,4,2,1,3,5,1,3,1,5,3,5,4,5,3,3,5,4,3,3,4,5 +104608121,Completed,US,NY,2,1,4,3,8,6,"KENNEDY, Alabama (35574)",6,"EATON, Ohio (45320)",4,3,12,1,2,2,5,4,13,Graphic Designer,3,2,4,6,3,5,,,,1,,,1,1,3,4,2,3,4,1,2,3,3,1,1,5,5,3,4,5,3,4,4,5,5,3,3,3 +104608122,Completed,US,NY,2,4,2,6,2,1,"ASHLAND, Alabama (36251)",4,"EATON, Ohio (45320)",2,3,15,1,3,1,5,3,1,Chef,4,2,4,4,3,4,,1,,,,,1,2,1,3,4,2,1,3,4,3,2,1,1,4,4,3,3,3,5,4,5,3,3,3,5,5 +104608123,Completed,US,NY,2,7,3,4,5,5,"MOUNTAIN HOME, Arkansas (72653)",3,"ETHRIDGE, Tennessee (38456)",5,1,14,1,2,4,2,2,17,Electrician,1,2,3,5,3,3,,,,1,,,1,4,1,2,3,3,4,1,2,3,3,3,1,5,3,5,3,4,3,5,3,5,5,3,4,4 +104608124,Completed,US,NY,1,3,4,3,7,6,"MOUNTAIN HOME, Arkansas (72653)",4,"WEAVER, Alabama (36277)",3,3,15,1,3,1,5,4,11,Architect,2,2,5,3,3,3,,,,1,,,1,1,2,3,4,3,4,1,2,3,3,3,1,3,4,4,4,4,5,3,5,3,5,5,4,3 +104608125,Completed,US,NY,2,1,3,8,8,3,"KENNEDY, Alabama (35574)",4,"YORK, Alabama (36925)",4,1,19,1,2,1,5,3,8,Teacher,3,2,3,2,3,4,,,,1,,,1,4,1,3,2,2,4,3,1,4,1,1,1,5,4,5,3,4,4,3,3,4,5,5,5,5 +104608126,Completed,US,NY,1,4,3,5,5,5,"KENNEDY, Alabama (35574)",3,"KENNEDY, Alabama (35574)",3,2,8,1,2,1,4,1,19,Marketing Manager,1,2,5,1,3,5,,,,,,1,1,1,3,2,4,2,3,1,4,4,2,1,1,4,5,4,5,5,4,5,5,3,5,5,5,4 +104608127,Completed,US,,2,2,2,6,6,5,"YORK, Alabama (36925)",1,"ASHLAND, Alabama (36251)",2,4,18,1,3,1,5,2,8,Teacher,3,2,3,5,3,4,,1,,,,,1,2,1,4,3,1,3,4,2,4,1,3,1,3,4,3,5,4,5,5,4,5,5,4,4,4 +104608128,Completed,US,NY,2,6,2,6,5,2,"MOUNTAIN HOME, Arkansas (72653)",2,"ASHLAND, Alabama (36251)",3,2,10,1,2,1,5,2,1,Sales Representative,1,2,5,2,3,5,,,,,1,,1,2,3,1,4,4,2,3,1,4,2,2,1,3,5,5,5,3,3,4,5,5,5,3,4,5 +104608129,Completed,US,NY,1,1,5,6,2,5,"LISMAN, Alabama (36912)",1,"EATON, Ohio (45320)",3,2,16,1,1,5,1,1,11,Nurse,2,2,3,4,3,4,1,,,,,,1,2,3,4,1,2,4,3,1,5,2,3,1,5,3,4,4,4,3,5,4,3,3,3,4,3 +104608130,Completed,US,NJ,1,5,1,5,6,5,"ASHLAND, Alabama (36251)",4,"RAINELLE, West Virginia (25962)",1,2,13,1,2,2,3,3,14,Nurse,2,2,3,5,3,4,,,,,1,,1,2,1,4,3,4,2,3,1,4,3,2,1,3,4,5,3,4,3,4,3,5,5,4,3,3 +104608131,Completed,US,NY,1,6,5,3,4,3,"FRANKLIN, Virginia (23851)",2,"LISMAN, Alabama (36912)",4,5,18,1,1,2,2,3,7,Dentist,3,2,5,2,3,5,,,,1,,,1,4,1,2,3,3,1,2,4,5,2,3,1,4,5,5,5,3,5,3,4,4,3,5,4,4 +104608187,Completed,US,NY,1,2,2,4,6,1,"FRANKLIN, Virginia (23851)",5,"YORK, Alabama (36925)",3,3,18,1,1,4,1,2,,,,,5,3,3,4,,,1,,,,1,2,1,4,3,1,4,3,2,4,2,2,1,4,4,4,5,4,4,3,3,3,3,4,3,4 +104608299,Completed,US,NJ,2,1,2,3,3,1,"ETHRIDGE, Tennessee (38456)",6,"ASHLAND, Alabama (36251)",3,5,19,1,2,2,1,3,8,Marketing Manager,4,2,3,2,3,5,,,1,,,,1,4,2,1,3,2,4,1,3,5,1,1,1,3,3,5,5,3,4,4,3,3,4,3,3,3 +104608300,Completed,US,NY,2,6,2,5,8,1,"EATON, Ohio (45320)",2,"EATON, Ohio (45320)",1,5,16,1,3,4,3,1,4,Police Officer,2,2,4,2,3,4,,,1,,,,1,1,3,2,4,2,1,3,4,3,3,3,1,3,4,4,5,5,5,4,5,5,4,4,5,4 +104608301,Completed,US,NY,1,5,3,7,5,5,"ETHRIDGE, Tennessee (38456)",3,"MOUNTAIN HOME, Arkansas (72653)",3,4,12,1,3,5,3,1,5,Human Resources Manager,3,2,5,4,3,5,,,1,,,,1,2,4,3,1,1,2,4,3,3,3,1,1,3,4,5,5,5,4,5,3,3,3,4,5,5 +104608302,Completed,US,NY,1,2,2,8,8,4,"RAINELLE, West Virginia (25962)",1,"RAINELLE, West Virginia (25962)",5,2,30,1,1,2,5,1,6,Real Estate Agent,4,2,5,4,3,4,,,1,,,,1,2,1,3,4,4,1,2,3,4,3,3,1,3,5,5,3,3,4,4,4,3,5,5,5,4 +104608303,Completed,US,NJ,2,6,2,5,8,4,"EATON, Ohio (45320)",7,"WEAVER, Alabama (36277)",5,3,18,1,3,3,1,4,14,Electrician,3,2,5,5,3,3,,,,,1,,1,4,2,3,1,4,3,2,1,4,3,2,1,5,4,3,4,3,3,3,5,3,4,5,5,3 +104608304,Completed,US,NY,1,6,5,7,3,1,"YORK, Alabama (36925)",7,"WEAVER, Alabama (36277)",5,2,16,1,2,1,5,2,19,Graphic Designer,4,2,,,,,,,,,,,1,2,4,1,3,2,1,3,4,3,1,2,1,5,5,5,3,3,4,5,5,3,5,3,4,4 +104608305,Completed,US,NY,1,1,4,4,4,4,"EATON, Ohio (45320)",7,"WEAVER, Alabama (36277)",3,4,12,1,1,2,1,2,,,,,3,5,3,3,,,,,1,,1,1,4,2,3,2,4,3,1,3,2,1,1,4,5,3,3,4,3,4,4,5,4,4,4,4 +104608306,Completed,US,NY,1,3,5,1,5,3,"ETHRIDGE, Tennessee (38456)",7,"RAINELLE, West Virginia (25962)",3,4,10,1,1,4,4,1,18,Physician/Doctor,2,2,3,5,3,5,,,,,1,,1,3,4,2,1,3,4,2,1,5,1,1,1,5,5,3,4,4,3,5,5,5,4,3,3,3 +104608307,Completed,US,NJ,2,7,4,6,2,5,"ASHLAND, Alabama (36251)",3,"EATON, Ohio (45320)",5,3,19,1,3,4,1,2,4,Attorney,3,2,,,,,,,,,,,1,4,1,3,2,4,3,1,2,3,1,1,1,4,5,5,3,4,5,4,3,3,4,3,3,4 +104608309,Completed,US,NY,2,1,1,1,2,2,"ETHRIDGE, Tennessee (38456)",2,"FRANKLIN, Virginia (23851)",4,5,16,1,1,4,2,1,18,Dentist,3,2,3,4,3,4,,,,,1,,1,4,2,3,1,2,1,3,4,3,3,1,1,3,3,5,3,3,5,3,5,3,5,3,4,3 +104608310,Completed,US,NY,2,3,1,7,3,6,"RAINELLE, West Virginia (25962)",4,"RAINELLE, West Virginia (25962)",1,3,10,1,2,5,2,4,,,,,3,2,3,5,,,,1,,,1,1,4,3,2,2,1,3,4,4,1,2,1,5,4,5,3,5,4,5,3,5,4,5,4,4 +104608311,Completed,US,NY,1,2,5,1,4,4,"ASHLAND, Alabama (36251)",4,"KENNEDY, Alabama (35574)",3,2,15,1,3,3,4,3,13,Marketing Manager,4,2,4,3,3,3,,,1,,,,1,3,4,2,1,3,4,2,1,4,2,3,1,3,3,5,5,3,5,3,4,4,4,5,3,3 +104608313,Completed,US,NY,1,4,1,5,1,6,"KENNEDY, Alabama (35574)",6,"LISMAN, Alabama (36912)",4,4,10,1,2,5,4,4,15,Graphic Designer,1,2,3,3,3,4,1,,,,,,1,3,4,2,1,2,1,3,4,5,2,1,1,5,3,5,5,3,5,5,4,4,5,5,5,4 +104608315,Completed,US,NY,1,7,3,4,6,2,"KENNEDY, Alabama (35574)",3,"KENNEDY, Alabama (35574)",1,5,14,1,2,4,2,3,19,Dentist,2,2,3,5,3,4,1,,,,,,1,4,3,1,2,2,1,3,4,3,2,2,1,3,5,4,4,5,3,3,4,3,3,5,3,3 +104608318,Completed,US,NY,2,3,2,4,6,5,"ETHRIDGE, Tennessee (38456)",6,"LISMAN, Alabama (36912)",2,5,11,1,3,3,3,1,15,Writer/Journalist,4,2,,,,,,,,,,,1,2,4,1,3,2,4,3,1,4,2,1,1,5,5,4,3,5,4,5,5,5,4,4,4,4 +104608320,Completed,US,NY,2,6,6,1,3,6,"WEAVER, Alabama (36277)",7,"FRANKLIN, Virginia (23851)",4,1,10,1,3,2,3,1,,,,,3,4,3,4,1,,,,,,1,3,2,1,4,3,1,2,4,3,3,3,1,5,4,4,4,4,4,3,4,4,5,3,3,5 +104608322,Completed,US,NY,1,6,4,8,1,6,"RAINELLE, West Virginia (25962)",1,"FRANKLIN, Virginia (23851)",2,4,8,1,2,4,1,3,8,Nurse,2,2,5,2,3,4,1,,,,,,1,4,2,1,3,2,4,3,1,3,3,2,1,4,3,5,3,5,3,4,3,4,4,5,5,5 +104608323,Completed,US,NY,1,5,3,3,4,1,"MOUNTAIN HOME, Arkansas (72653)",7,"ETHRIDGE, Tennessee (38456)",4,5,18,1,3,1,5,2,6,Chef,2,2,5,2,3,3,,1,,,,,1,2,4,3,1,2,4,1,3,3,1,3,1,5,3,4,4,3,5,3,4,3,5,4,5,3 +104608325,Completed,US,NY,2,7,5,2,7,5,"FRANKLIN, Virginia (23851)",3,"FRANKLIN, Virginia (23851)",5,1,12,1,1,1,1,1,7,Attorney,1,2,3,5,3,5,,,1,,,,1,1,3,2,4,1,3,2,4,3,3,3,1,5,4,3,5,4,4,3,3,4,3,3,3,4 +104608429,Completed,US,NY,1,3,3,7,5,3,"ETHRIDGE, Tennessee (38456)",2,"FRANKLIN, Virginia (23851)",3,1,19,1,1,2,3,2,14,Veterinarian.,1,2,5,1,3,3,,,,1,,,1,3,4,1,2,1,2,4,3,3,2,1,1,4,4,5,4,4,3,4,3,4,4,5,5,5 +104608430,Completed,US,NY,1,3,5,6,2,3,"RAINELLE, West Virginia (25962)",6,"LISMAN, Alabama (36912)",5,4,19,1,3,1,3,3,,,,,3,2,3,5,,,1,,,,1,2,1,3,4,4,2,1,3,3,2,3,1,5,3,4,3,3,4,4,3,5,3,4,5,3 +104608431,Completed,US,NY,2,7,1,5,7,2,"RAINELLE, West Virginia (25962)",4,"WEAVER, Alabama (36277)",1,4,22,1,1,2,3,3,,,,,3,3,3,4,,,,,1,,1,2,3,1,4,3,1,2,4,5,3,2,1,5,5,4,4,4,4,4,4,5,5,5,4,5 +104608432,Completed,US,NY,2,6,2,6,3,2,"WEAVER, Alabama (36277)",5,"ETHRIDGE, Tennessee (38456)",3,2,13,1,1,1,1,2,12,Attorney,2,2,4,6,3,5,1,,,,,,1,3,2,4,1,3,2,1,4,3,2,2,1,5,3,5,3,5,5,5,4,4,5,5,4,3 +104608433,Completed,US,NY,2,3,3,8,7,3,"ASHLAND, Alabama (36251)",5,"ASHLAND, Alabama (36251)",2,2,20,1,3,4,3,1,,,,,5,6,3,4,,,,1,,,1,4,2,1,3,1,4,3,2,3,1,1,1,3,5,4,5,4,4,4,3,4,5,3,4,3 +104608435,Completed,US,NY,2,2,4,7,8,2,"ASHLAND, Alabama (36251)",5,"ASHLAND, Alabama (36251)",1,5,25,1,2,4,4,2,,,,,3,4,3,4,1,,,,,,1,1,2,4,3,2,4,1,3,5,2,2,1,4,5,5,5,5,4,4,4,3,4,3,4,5 +104608436,Completed,US,MA,2,3,2,7,8,3,"LISMAN, Alabama (36912)",6,"KENNEDY, Alabama (35574)",2,3,14,1,2,3,3,1,11,Engineer,1,2,3,1,3,3,1,,,,,,1,1,2,3,4,3,4,2,1,3,3,3,1,3,5,5,4,5,3,4,3,3,3,5,4,4 +104608437,Completed,US,NY,2,5,4,5,7,1,"ASHLAND, Alabama (36251)",1,"KENNEDY, Alabama (35574)",3,2,30,1,2,3,4,4,,,,,4,6,3,4,1,,,,,,1,3,4,1,2,4,1,2,3,3,3,1,1,5,4,4,4,4,3,4,3,4,3,4,4,4 +104608438,Completed,US,NY,1,4,2,1,2,1,"WEAVER, Alabama (36277)",5,"WEAVER, Alabama (36277)",4,5,9,1,3,5,5,2,,,,,4,5,3,5,,,,,,1,1,4,3,2,1,2,3,1,4,3,1,1,1,4,4,4,3,4,5,3,5,4,4,3,5,5 +104608440,Completed,US,NY,2,3,4,8,3,4,"WEAVER, Alabama (36277)",7,"ETHRIDGE, Tennessee (38456)",1,5,10,1,1,1,5,3,1,Web Developer,3,2,,,,,,,,,,,1,2,3,4,1,2,1,4,3,3,3,3,1,4,3,4,4,4,4,4,5,4,4,3,4,3 +104608441,Completed,US,NY,1,4,2,2,7,1,"EATON, Ohio (45320)",6,"EATON, Ohio (45320)",5,5,15,1,3,4,2,3,19,Electrician,2,2,5,6,3,5,1,,,,,,1,1,2,3,4,1,4,3,2,5,1,1,1,3,5,5,4,5,3,3,4,4,3,3,4,5 +104608442,Completed,US,NY,2,4,3,7,4,6,"ETHRIDGE, Tennessee (38456)",3,"EATON, Ohio (45320)",4,3,20,1,2,4,2,2,,,,,3,6,3,3,,,,,,1,1,3,1,2,4,4,3,2,1,3,2,2,1,4,5,5,3,4,3,4,3,3,4,4,3,3 +104608444,Completed,US,NY,1,2,5,7,8,5,"RAINELLE, West Virginia (25962)",6,"LISMAN, Alabama (36912)",1,4,10,1,1,2,1,2,12,Teacher,3,2,5,3,3,4,1,,,,,,1,1,3,4,2,4,1,2,3,3,1,2,1,4,5,3,3,4,5,3,3,5,4,5,5,5 +104608445,Completed,US,NY,2,5,5,7,8,4,"MOUNTAIN HOME, Arkansas (72653)",1,"ASHLAND, Alabama (36251)",5,2,16,1,1,1,4,4,13,Veterinarian.,2,2,5,4,3,5,1,,,,,,1,2,3,4,1,1,3,2,4,4,1,3,1,5,4,4,4,3,3,5,3,4,3,3,3,4 +104608446,Completed,US,NY,1,6,4,1,3,1,"RAINELLE, West Virginia (25962)",5,"LISMAN, Alabama (36912)",1,2,17,1,3,5,3,2,,,,,5,3,3,3,,,,1,,,1,4,3,1,2,2,3,1,4,3,3,2,1,5,3,4,3,4,3,3,3,5,4,3,3,5 +104608447,Completed,US,NY,2,7,3,6,1,1,"MOUNTAIN HOME, Arkansas (72653)",5,"EATON, Ohio (45320)",1,1,9,1,1,4,5,3,1,Sales Representative,1,2,4,3,3,3,,,,,,1,1,4,1,2,3,4,2,3,1,5,3,3,1,5,5,4,5,5,5,3,5,4,5,4,3,5 +104608449,Started,US,NY,2,1,1,2,8,1,"KENNEDY, Alabama (35574)",4,"FRANKLIN, Virginia (23851)",2,5,17,1,2,2,5,1,5,Marketing Manager,3,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +104608450,Completed,US,,1,4,1,3,5,5,"ASHLAND, Alabama (36251)",2,"MOUNTAIN HOME, Arkansas (72653)",2,1,15,1,2,5,1,1,15,Real Estate Agent,2,2,5,4,3,5,,,,,,1,1,4,3,2,1,2,4,3,1,5,3,3,1,4,4,4,5,4,5,5,5,3,4,5,4,5 +104608452,Completed,US,NJ,2,5,1,1,6,6,"KENNEDY, Alabama (35574)",2,"YORK, Alabama (36925)",5,1,14,1,2,5,4,1,12,Veterinarian.,3,2,,,,,,,,,,,1,3,1,2,4,3,2,1,4,3,3,3,1,4,5,5,3,4,5,3,5,3,5,3,3,5 +104608453,Completed,US,NY,1,5,4,7,4,1,"YORK, Alabama (36925)",4,"FRANKLIN, Virginia (23851)",5,2,9,1,1,5,3,4,,,,,4,1,3,5,,,,,1,,1,4,1,3,2,2,4,3,1,3,1,2,1,4,4,5,4,4,3,5,5,3,3,4,5,3 +104608455,Completed,US,NY,1,5,1,6,1,3,"KENNEDY, Alabama (35574)",7,"MOUNTAIN HOME, Arkansas (72653)",1,4,9,1,3,4,2,2,,,,,3,2,3,4,,,,1,,,1,1,4,3,2,1,2,3,4,3,3,3,1,5,4,5,4,3,5,5,3,3,4,3,5,5 +104608456,Completed,US,NY,2,1,6,1,1,1,"WEAVER, Alabama (36277)",6,"RAINELLE, West Virginia (25962)",4,5,30,1,1,4,2,2,14,Nurse,3,2,,,,,,,,,,,1,4,1,3,2,4,3,1,2,3,1,2,1,4,3,4,5,4,3,5,3,4,4,4,5,3 +104608457,Completed,US,NY,2,7,6,6,6,4,"LISMAN, Alabama (36912)",6,"YORK, Alabama (36925)",4,2,30,1,2,2,4,2,8,Real Estate Agent,3,2,3,1,3,5,,,,,1,,1,4,2,3,1,1,4,2,3,5,3,2,1,4,5,4,3,3,5,5,3,5,4,5,5,4 +104608458,Completed,US,NY,1,7,3,5,1,4,"YORK, Alabama (36925)",4,"LISMAN, Alabama (36912)",5,2,14,1,3,3,4,4,12,Writer/Journalist,4,2,4,6,3,3,,,,1,,,1,1,2,3,4,2,1,4,3,4,1,1,1,5,5,3,5,5,3,5,5,3,3,3,5,4 +104608459,Completed,US,NY,1,3,5,6,7,1,"ETHRIDGE, Tennessee (38456)",2,"YORK, Alabama (36925)",1,1,11,1,2,2,2,1,18,Police Officer,3,2,5,5,3,3,1,,,,,,1,1,3,4,2,2,4,3,1,5,1,1,1,4,5,4,3,5,5,4,5,3,5,3,3,4 +104608460,Completed,US,NY,1,1,3,2,8,3,"MOUNTAIN HOME, Arkansas (72653)",7,"EATON, Ohio (45320)",2,5,12,1,2,4,1,4,16,Marketing Manager,4,2,,,,,,,,,,,1,2,1,3,4,4,2,3,1,4,3,3,1,4,5,4,4,3,3,4,4,5,3,4,3,4 +104608461,Completed,US,NY,2,5,6,8,2,1,"MOUNTAIN HOME, Arkansas (72653)",2,"KENNEDY, Alabama (35574)",5,3,16,1,3,3,4,3,,,,,4,2,3,3,,,1,,,,1,1,4,2,3,3,4,1,2,4,1,1,1,4,3,4,5,5,4,5,5,3,4,4,5,5 +104608462,Completed,US,NY,1,2,5,7,8,3,"KENNEDY, Alabama (35574)",7,"KENNEDY, Alabama (35574)",3,1,17,1,2,3,2,3,,,,,3,5,3,5,,,1,,,,1,3,2,4,1,2,1,4,3,4,1,3,1,5,4,4,5,5,5,4,4,4,3,5,5,5 +104608463,Completed,US,NY,2,2,6,8,1,1,"MOUNTAIN HOME, Arkansas (72653)",1,"KENNEDY, Alabama (35574)",4,3,16,1,1,2,2,2,4,Real Estate Agent,3,2,3,5,3,3,,,,1,,,1,1,2,4,3,1,4,2,3,4,2,2,1,3,3,5,3,3,4,4,5,4,3,5,5,4 +104608464,Completed,US,NY,2,7,2,7,3,1,"WEAVER, Alabama (36277)",3,"KENNEDY, Alabama (35574)",3,2,13,1,3,4,4,1,,,,,5,6,3,5,,,1,,,,1,3,2,1,4,3,2,1,4,3,2,1,1,3,4,4,3,3,5,3,5,5,3,5,3,4 +104608465,Completed,US,NY,2,7,3,4,2,2,"ETHRIDGE, Tennessee (38456)",5,"LISMAN, Alabama (36912)",5,5,10,1,2,2,1,4,7,Attorney,1,2,4,2,3,3,,,1,,,,1,2,1,4,3,4,1,2,3,5,3,2,1,5,3,4,5,4,5,3,4,3,5,3,4,3 +104608466,Completed,US,NY,2,5,4,7,6,2,"KENNEDY, Alabama (35574)",7,"RAINELLE, West Virginia (25962)",4,3,8,1,1,4,3,2,5,Real Estate Agent,3,2,5,6,3,3,,1,,,,,1,2,1,4,3,2,3,1,4,4,1,3,1,3,5,5,4,4,4,4,5,4,5,3,4,3 +104608467,Completed,US,NY,2,2,5,1,5,1,"EATON, Ohio (45320)",6,"ASHLAND, Alabama (36251)",2,5,17,1,3,1,5,1,1,Veterinarian.,1,2,4,2,3,4,,,1,,,,1,1,2,4,3,1,4,2,3,3,2,1,1,4,4,4,5,4,5,4,5,3,3,4,3,4 +104608468,Completed,US,NY,1,1,1,3,4,3,"ETHRIDGE, Tennessee (38456)",7,"MOUNTAIN HOME, Arkansas (72653)",5,3,8,1,1,3,3,1,7,Electrician,4,2,5,5,3,4,,1,,,,,1,4,3,2,1,3,2,1,4,5,2,3,1,4,5,4,5,5,3,4,4,4,3,4,3,4 +104608469,Completed,US,NY,2,3,2,1,7,4,"FRANKLIN, Virginia (23851)",2,"LISMAN, Alabama (36912)",1,3,17,1,3,5,2,4,7,Physician/Doctor,4,2,3,2,3,4,,,,1,,,1,3,1,4,2,1,3,4,2,4,3,1,1,4,4,5,4,5,5,3,5,5,5,3,5,5 +104608477,Completed,US,NY,1,1,1,8,7,6,"LISMAN, Alabama (36912)",6,"KENNEDY, Alabama (35574)",5,5,19,1,2,3,5,1,,,,,4,3,3,3,,,,,,1,1,2,4,3,1,1,4,3,2,5,1,3,1,3,5,5,4,3,3,4,4,4,5,5,3,5 +104608499,Completed,US,NJ,2,4,4,7,2,3,"YORK, Alabama (36925)",5,"KENNEDY, Alabama (35574)",3,4,10,1,1,1,3,4,18,Graphic Designer,1,2,4,6,3,4,,,1,,,,1,1,4,3,2,3,1,4,2,3,1,2,1,5,3,3,3,4,5,4,4,5,5,5,3,3 +104608500,Completed,US,NY,2,1,4,7,2,2,"FRANKLIN, Virginia (23851)",7,"RAINELLE, West Virginia (25962)",4,1,8,1,1,3,1,3,,,,,3,3,3,5,,,,1,,,1,1,3,4,2,4,1,2,3,3,1,3,1,4,4,4,4,5,5,3,3,5,3,4,3,3 +104608502,Completed,US,NY,1,4,6,6,5,6,"WEAVER, Alabama (36277)",3,"ASHLAND, Alabama (36251)",3,4,10,1,3,5,1,2,,,,,3,4,3,5,1,,,,,,1,1,2,3,4,3,1,2,4,5,3,2,1,4,4,3,4,5,3,4,3,4,5,5,5,5 +104608503,Completed,US,NY,1,7,6,7,2,2,"LISMAN, Alabama (36912)",2,"LISMAN, Alabama (36912)",5,1,12,1,2,3,2,3,,,,,4,1,3,5,1,,,,,,1,3,1,2,4,4,2,3,1,3,3,1,1,4,4,4,3,4,4,4,3,4,4,4,3,3 +104608504,Completed,US,NY,1,4,1,2,1,6,"FRANKLIN, Virginia (23851)",4,"YORK, Alabama (36925)",1,1,22,1,3,1,3,3,,,,,3,3,3,3,1,,,,,,1,1,2,4,3,3,4,2,1,4,3,1,1,4,4,5,5,5,5,5,4,4,3,4,3,3 +104608505,Completed,US,NY,1,1,1,1,1,5,"ETHRIDGE, Tennessee (38456)",3,"YORK, Alabama (36925)",5,2,14,1,2,4,2,4,,,,,5,6,3,5,,1,,,,,1,2,1,3,4,3,2,4,1,3,1,1,1,3,3,3,4,4,4,3,5,5,5,5,4,4 +104608507,Completed,US,NY,2,3,1,6,2,1,"LISMAN, Alabama (36912)",7,"MOUNTAIN HOME, Arkansas (72653)",3,5,17,1,3,2,5,1,,,,,3,5,3,3,,1,,,,,1,3,2,4,1,2,3,1,4,3,1,1,1,5,5,5,3,5,4,4,3,4,4,3,5,4 +104608509,Completed,US,NJ,2,6,6,3,5,3,"LISMAN, Alabama (36912)",7,"RAINELLE, West Virginia (25962)",2,2,17,1,3,3,2,1,6,Marketing Manager,2,2,4,2,3,5,,,,,,1,1,2,3,1,4,3,4,1,2,4,3,2,1,3,5,5,5,5,3,3,4,4,5,4,4,3 +104608511,Completed,US,NY,2,1,4,6,2,4,"FRANKLIN, Virginia (23851)",5,"LISMAN, Alabama (36912)",1,2,8,1,2,5,3,3,,,,,3,5,3,4,,,,1,,,1,3,1,2,4,4,1,2,3,4,2,1,1,3,3,5,4,5,4,4,3,3,3,5,5,5 +104608512,Completed,US,NY,2,6,2,6,2,3,"ASHLAND, Alabama (36251)",3,"LISMAN, Alabama (36912)",1,3,18,1,3,1,4,1,,,,,3,3,3,4,,1,,,,,1,2,1,3,4,3,1,4,2,4,1,1,1,4,5,3,5,3,3,5,4,3,3,5,4,3 +104608513,Completed,US,NJ,1,1,2,2,5,6,"FRANKLIN, Virginia (23851)",3,"EATON, Ohio (45320)",3,5,9,1,3,3,1,1,,,,,5,5,3,4,,1,,,,,1,1,2,4,3,4,2,3,1,4,2,3,1,3,4,4,5,3,3,3,5,4,5,3,5,3 +104608515,Completed,US,NY,1,7,5,4,3,4,"MOUNTAIN HOME, Arkansas (72653)",1,"MOUNTAIN HOME, Arkansas (72653)",2,1,30,1,3,1,4,2,,,,,4,5,3,4,,,,1,,,1,2,1,4,3,2,4,1,3,4,2,3,1,3,4,4,4,3,3,5,3,3,5,4,5,3 +104608522,Completed,US,NY,1,1,4,7,6,2,"WEAVER, Alabama (36277)",5,"MOUNTAIN HOME, Arkansas (72653)",2,5,22,1,3,1,2,3,,,,,4,2,3,4,,,,,1,,1,1,3,2,4,1,2,3,4,5,1,3,1,4,5,3,3,5,4,4,5,3,3,3,4,4 +104608524,Completed,US,,2,1,1,5,4,1,"MOUNTAIN HOME, Arkansas (72653)",5,"KENNEDY, Alabama (35574)",5,3,16,1,2,5,2,1,,,,,3,4,3,4,1,,,,,,1,1,2,4,3,2,4,3,1,4,3,1,1,5,3,4,3,5,3,4,4,4,4,4,5,5 +104608615,Completed,US,NY,2,3,2,6,2,2,"ETHRIDGE, Tennessee (38456)",1,"FRANKLIN, Virginia (23851)",3,3,17,1,2,4,3,4,1,Software Developer,1,2,3,5,3,4,,1,,,,,1,1,3,2,4,3,1,2,4,5,2,3,1,3,4,4,4,4,3,3,4,4,3,3,3,3 +104608616,Completed,US,NY,1,5,5,8,4,4,"MOUNTAIN HOME, Arkansas (72653)",7,"WEAVER, Alabama (36277)",1,5,16,1,1,1,5,3,,,,,3,4,3,4,,,,,1,,1,4,2,1,3,1,2,3,4,5,3,1,1,4,4,5,3,4,3,4,5,5,5,4,4,4 +104608618,Completed,US,NY,1,5,4,3,5,2,"RAINELLE, West Virginia (25962)",6,"RAINELLE, West Virginia (25962)",5,4,13,1,2,5,4,2,,,,,5,1,3,3,,,1,,,,1,1,2,4,3,1,4,3,2,3,3,2,1,4,4,4,3,4,4,4,4,5,5,5,4,3 +104608619,Completed,US,NY,1,3,4,5,3,5,"ASHLAND, Alabama (36251)",4,"WEAVER, Alabama (36277)",3,1,20,1,1,5,2,1,7,Attorney,4,2,,,,,,,,,,,1,2,3,1,4,4,1,3,2,3,1,3,1,3,4,4,3,4,3,3,3,4,3,5,5,4 +104608620,Completed,US,NY,2,2,6,8,5,4,"ASHLAND, Alabama (36251)",7,"MOUNTAIN HOME, Arkansas (72653)",3,4,30,1,1,5,5,1,10,Software Developer,3,2,5,5,3,5,1,,,,,,1,2,3,4,1,3,4,2,1,5,3,1,1,4,4,4,3,4,4,4,4,3,3,3,4,5 +104608622,Completed,US,NY,2,1,4,4,4,6,"ETHRIDGE, Tennessee (38456)",6,"RAINELLE, West Virginia (25962)",5,1,19,1,1,3,2,2,,,,,4,2,3,5,1,,,,,,1,4,2,3,1,3,4,1,2,3,3,3,1,5,4,4,3,4,5,4,4,3,4,4,3,5 +104608624,Completed,US,NY,2,5,4,7,6,6,"LISMAN, Alabama (36912)",7,"RAINELLE, West Virginia (25962)",5,4,16,1,1,2,3,3,2,Real Estate Agent,2,2,,,,,,,,,,,1,2,3,4,1,2,3,4,1,4,2,1,1,3,3,5,5,4,4,3,5,4,3,5,5,3 +104608625,Completed,US,NY,1,2,1,6,5,1,"MOUNTAIN HOME, Arkansas (72653)",7,"YORK, Alabama (36925)",3,4,18,1,3,4,3,2,13,Marketing Manager,2,2,5,6,3,5,,,1,,,,1,1,4,2,3,4,3,2,1,5,1,1,1,3,5,4,4,5,5,4,3,3,3,3,4,3 +104608626,Completed,US,NY,1,3,5,5,2,6,"EATON, Ohio (45320)",4,"EATON, Ohio (45320)",1,1,8,1,3,3,1,3,,,,,3,1,3,4,,,1,,,,1,2,3,4,1,3,1,2,4,5,1,1,1,4,5,5,3,3,5,3,4,3,5,4,3,3 +104608627,Completed,US,NY,1,1,5,7,2,2,"EATON, Ohio (45320)",1,"EATON, Ohio (45320)",1,2,8,1,3,3,3,3,10,Veterinarian.,1,2,5,1,3,5,,,,,1,,1,4,2,1,3,2,1,3,4,4,1,1,1,3,3,4,3,3,5,3,3,5,4,3,5,5 +104608628,Completed,US,NY,1,3,4,7,6,5,"KENNEDY, Alabama (35574)",6,"KENNEDY, Alabama (35574)",1,5,22,1,3,2,1,3,,,,,5,2,3,4,,1,,,,,1,2,3,4,1,2,4,3,1,4,3,1,1,5,3,4,4,4,4,4,5,3,3,5,5,3 +104608629,Completed,US,NY,1,3,6,8,8,6,"KENNEDY, Alabama (35574)",4,"LISMAN, Alabama (36912)",1,1,14,1,2,4,2,2,,,,,4,6,3,4,,1,,,,,1,4,3,1,2,1,2,3,4,3,1,3,1,4,3,4,5,4,5,3,5,3,3,4,3,3 +104608630,Completed,US,NY,1,3,3,8,5,6,"MOUNTAIN HOME, Arkansas (72653)",7,"FRANKLIN, Virginia (23851)",3,4,10,1,2,3,4,4,,,,,5,4,3,4,,1,,,,,1,2,1,4,3,4,2,3,1,5,2,2,1,3,5,4,3,5,4,5,3,3,3,4,4,3 +104608632,Completed,US,NJ,1,4,2,7,8,1,"LISMAN, Alabama (36912)",6,"RAINELLE, West Virginia (25962)",2,2,13,1,3,2,1,4,10,Chef,2,2,3,3,3,4,,,,,,1,1,1,2,3,4,2,3,1,4,5,3,1,1,3,3,4,3,3,5,4,4,3,5,4,4,3 +104608633,Completed,US,NY,2,2,6,1,3,4,"ETHRIDGE, Tennessee (38456)",4,"ASHLAND, Alabama (36251)",5,4,25,1,1,4,2,1,,,,,4,3,3,4,,,,,,1,1,3,2,1,4,1,2,3,4,3,3,3,1,4,3,4,4,3,4,4,5,3,5,5,4,3 +104608634,Completed,US,NY,,,,,,,,,,,,,,,,,,20,Attorney,4,2,4,1,3,5,,,,1,,,1,1,3,2,4,2,3,4,1,4,3,1,1,4,4,4,4,4,5,5,4,4,5,5,5,4 +104608635,Completed,US,NY,2,2,5,8,8,6,"MOUNTAIN HOME, Arkansas (72653)",2,"EATON, Ohio (45320)",2,1,22,1,1,5,3,2,,,,,5,1,3,5,1,,,,,,1,2,3,4,1,1,2,4,3,5,1,3,1,5,4,4,5,3,3,4,4,5,5,4,3,5 +104608637,Completed,US,NY,2,2,4,6,5,1,"MOUNTAIN HOME, Arkansas (72653)",2,"YORK, Alabama (36925)",4,1,18,1,2,5,3,3,,,,,3,2,3,4,,,,,,1,1,3,2,4,1,2,3,1,4,3,2,2,1,5,4,4,3,5,4,5,5,3,5,5,4,3 +104608647,Completed,US,NY,1,4,5,1,6,6,"YORK, Alabama (36925)",5,"YORK, Alabama (36925)",2,4,15,1,2,4,5,1,20,Web Developer,4,2,4,4,3,4,,,1,,,,1,4,3,1,2,3,2,1,4,4,1,2,1,5,4,5,3,3,3,5,3,5,5,5,4,5 +104608648,Completed,US,NY,1,2,2,3,8,4,"ETHRIDGE, Tennessee (38456)",2,"EATON, Ohio (45320)",5,3,16,1,2,2,3,3,13,Teacher,4,2,,,,,,,,,,,1,2,3,1,4,3,1,4,2,3,2,2,1,5,4,3,3,5,4,3,5,3,4,4,3,3 +104608649,Completed,US,NY,2,5,2,7,3,1,"FRANKLIN, Virginia (23851)",7,"FRANKLIN, Virginia (23851)",4,4,12,1,3,1,5,2,,,,,5,6,3,5,,,1,,,,1,3,1,2,4,1,3,4,2,5,3,3,1,4,5,4,5,4,3,5,5,5,5,3,5,3 +104608650,Completed,US,NY,1,7,2,2,5,4,"KENNEDY, Alabama (35574)",4,"MOUNTAIN HOME, Arkansas (72653)",3,3,11,1,2,1,5,1,,,,,3,2,3,3,,,,1,,,1,3,2,4,1,1,2,4,3,3,1,1,1,3,3,5,5,4,3,4,5,5,5,4,5,5 +104608651,Completed,US,GA,1,4,5,4,7,4,"RAINELLE, West Virginia (25962)",1,"ASHLAND, Alabama (36251)",5,5,8,1,2,1,3,1,11,Engineer,2,2,,,,,,,,,,,1,4,3,2,1,4,2,1,3,4,2,2,1,3,3,5,5,3,3,3,4,5,5,3,5,3 +104608652,Completed,US,NY,1,1,2,7,8,2,"RAINELLE, West Virginia (25962)",5,"ASHLAND, Alabama (36251)",1,1,15,1,3,4,3,1,19,Nurse,1,2,3,5,3,3,,,1,,,,1,1,3,2,4,1,2,3,4,4,1,3,1,3,4,5,5,4,5,5,4,4,5,5,4,5 +104608653,Started,US,NY,2,1,6,5,3,4,"ETHRIDGE, Tennessee (38456)",4,"MOUNTAIN HOME, Arkansas (72653)",3,1,19,1,2,1,1,3,5,Human Resources Manager,2,2,3,1,3,5,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +104608656,Completed,US,NY,2,5,4,5,2,1,"FRANKLIN, Virginia (23851)",1,"ASHLAND, Alabama (36251)",1,4,18,1,2,5,3,1,12,Accountant,4,2,,,,,,,,,,,1,1,2,4,3,1,2,3,4,5,3,2,1,5,4,3,3,5,3,5,5,5,5,3,5,5 +104608657,Completed,US,NY,2,4,4,5,3,1,"LISMAN, Alabama (36912)",7,"MOUNTAIN HOME, Arkansas (72653)",3,5,30,1,1,1,3,2,12,Nurse,3,2,3,3,3,3,,,,1,,,1,2,4,3,1,4,1,2,3,4,2,2,1,4,3,3,4,3,5,4,5,4,5,5,4,5 +104608658,Completed,US,NY,2,4,2,8,2,6,"WEAVER, Alabama (36277)",4,"YORK, Alabama (36925)",1,5,14,1,2,1,1,4,,,,,3,2,3,4,1,,,,,,1,1,4,2,3,4,3,1,2,3,3,3,1,5,4,4,5,3,5,5,4,3,3,5,4,4 +104608659,Completed,US,NY,2,2,1,8,5,4,"FRANKLIN, Virginia (23851)",5,"ETHRIDGE, Tennessee (38456)",1,3,16,1,2,5,2,2,20,Marketing Manager,3,2,3,3,3,5,,,,,1,,1,4,2,3,1,1,2,4,3,3,3,2,1,5,5,4,5,3,4,4,3,4,4,4,4,5 +104608660,Completed,US,NY,1,4,1,2,6,3,"MOUNTAIN HOME, Arkansas (72653)",4,"RAINELLE, West Virginia (25962)",5,2,18,1,3,5,1,1,15,Sales Representative,4,2,5,3,3,5,,,,,1,,1,1,2,3,4,3,1,4,2,3,3,2,1,4,5,4,3,4,4,4,4,3,3,3,5,4 +104608661,Completed,US,NY,1,7,2,3,3,2,"YORK, Alabama (36925)",6,"ASHLAND, Alabama (36251)",3,2,11,1,2,5,4,2,20,Marketing Manager,2,2,3,5,3,4,1,,,,,,1,2,1,3,4,4,2,3,1,3,3,3,1,4,4,5,3,4,3,5,4,4,5,5,4,5 +104608662,Completed,US,NY,1,5,1,4,4,4,"ETHRIDGE, Tennessee (38456)",7,"MOUNTAIN HOME, Arkansas (72653)",5,3,8,1,3,4,3,1,,,,,5,6,3,3,,,,,1,,1,1,4,2,3,4,2,1,3,4,1,2,1,3,3,3,4,3,3,5,4,4,3,4,5,4 +104608663,Completed,US,NJ,2,1,5,8,5,4,"YORK, Alabama (36925)",7,"WEAVER, Alabama (36277)",3,4,10,1,3,2,2,2,,,,,3,2,3,4,,,1,,,,1,1,4,2,3,4,2,3,1,5,1,3,1,5,3,3,5,3,4,3,3,3,4,5,4,5 +104608664,Completed,US,NY,2,1,5,4,1,4,"RAINELLE, West Virginia (25962)",7,"ASHLAND, Alabama (36251)",3,5,30,1,3,4,5,1,,,,,4,6,3,4,1,,,,,,1,4,1,3,2,2,1,3,4,5,3,2,1,3,4,3,3,3,5,3,5,5,4,5,3,5 +104608665,Completed,US,NY,2,2,4,1,1,6,"LISMAN, Alabama (36912)",5,"MOUNTAIN HOME, Arkansas (72653)",2,3,16,1,2,5,4,4,,,,,4,6,3,5,,,,,1,,1,2,3,4,1,2,1,4,3,5,1,1,1,3,3,3,4,3,3,4,4,4,5,3,4,3 +104608667,Completed,US,CT,2,4,6,3,6,1,"LISMAN, Alabama (36912)",2,"RAINELLE, West Virginia (25962)",4,2,15,1,1,5,1,1,3,Real Estate Agent,3,2,3,6,3,4,,,1,,,,1,4,2,3,1,3,2,1,4,3,1,2,1,3,4,4,5,3,4,5,4,5,4,3,4,5 +104608669,Completed,US,NY,1,2,6,1,4,5,"RAINELLE, West Virginia (25962)",1,"ETHRIDGE, Tennessee (38456)",3,1,22,1,1,3,3,2,,,,,4,1,3,3,,,,,1,,1,1,4,2,3,2,4,1,3,3,2,3,1,5,5,5,5,5,5,3,4,4,3,4,4,3 +104608685,Completed,US,NY,2,1,1,1,1,1,"ETHRIDGE, Tennessee (38456)",6,"MOUNTAIN HOME, Arkansas (72653)",4,4,9,1,1,1,2,3,5,Marketing Manager,1,2,3,4,3,3,1,,,,,,1,3,2,4,1,3,2,4,1,3,2,2,1,4,3,3,3,3,3,4,4,3,4,4,5,5 +104608707,Started,US,NY,1,5,5,3,4,6,"YORK, Alabama (36925)",4,"WEAVER, Alabama (36277)",2,5,25,1,3,2,1,1,7,,4,3,,,,,,,,,,,2,2,3,1,4,3,4,1,2,2,2,1,2,4,5,1,4,4,3,3,1,2,4,1,2,5 +104608777,Completed,US,NY,1,6,3,8,4,2,,3,,3,1,,1,3,2,4,4,,,,,3,3,2,5,,1,,,,,2,1,3,4,2,3,2,1,4,3,2,1,3,5,2,1,3,1,1,3,4,5,5,1,5,4 +104608778,Completed,US,NY,1,2,4,8,7,4,,4,,2,3,,2,3,1,2,4,,,,,2,6,3,5,1,1,,,,,2,3,4,1,2,3,2,4,1,5,1,3,3,2,4,3,1,4,5,3,3,3,3,4,3,2 +104608781,Completed,US,NY,2,5,6,3,5,6,,5,,5,2,,2,2,3,4,2,,,,,1,3,1,5,1,1,1,,1,,1,1,2,3,4,2,4,3,1,1,1,2,3,1,3,4,1,4,3,2,3,4,2,4,5,1 +104608783,Completed,US,NY,1,5,4,7,8,6,,5,,5,2,,1,3,1,5,4,,,,,2,3,3,2,1,,1,,,,4,3,1,4,2,3,2,4,1,2,1,1,3,5,3,5,4,3,1,3,3,3,5,2,3,3 +104608785,Completed,US,NY,1,5,5,7,3,6,,2,,4,3,,1,2,2,5,2,,,,,2,6,2,2,1,,1,,,,1,4,3,2,1,2,1,3,4,2,2,3,3,5,1,2,3,2,5,1,3,4,5,4,5,4 +104608786,Completed,US,NY,2,4,1,6,3,2,,4,,4,1,,1,3,3,2,4,,,,,1,6,2,4,1,,,1,,,1,2,3,4,1,1,4,3,2,4,1,1,1,3,1,2,3,1,4,1,4,3,5,1,1,2 +104608787,Completed,US,NY,1,4,3,7,8,6,,3,,4,3,,1,3,3,2,1,,,,,4,4,3,3,1,,1,,,,4,4,3,1,2,3,1,4,2,5,2,1,1,4,3,3,5,1,1,1,2,2,5,2,2,2 +104608788,Completed,US,CA,1,3,1,5,5,4,,7,,2,4,,1,2,5,2,3,,,,,1,1,1,5,1,,,,1,,1,2,3,4,1,2,4,3,1,4,2,3,1,3,3,1,5,2,4,4,1,5,5,1,5,1 +104608789,Completed,US,NY,1,4,3,1,4,1,,7,,1,4,,1,2,4,1,3,,,,,1,1,2,1,,1,,,,,3,4,3,1,2,3,2,1,4,5,2,1,1,3,5,1,1,1,4,2,5,5,1,3,3,2 +104608791,Completed,US,NY,1,1,3,6,5,4,,4,,1,4,,2,1,3,2,2,,,,,2,2,2,5,1,,,,1,,1,4,1,3,2,3,2,4,1,1,2,1,2,4,4,1,2,4,3,2,1,2,5,1,4,2 +104608792,Completed,US,NY,1,1,2,5,5,2,,2,,3,3,,1,1,4,4,2,,,,,5,6,3,1,,1,1,1,,,3,2,1,3,4,1,4,2,3,5,2,1,2,5,3,3,4,5,3,4,3,1,5,5,5,2 +104608793,Completed,US,NY,1,3,3,8,1,4,,7,,1,1,,1,2,5,5,4,,,,,1,3,1,1,1,,1,,,,2,1,3,2,4,4,3,2,1,1,3,1,3,5,1,3,5,4,1,2,2,4,1,1,2,1 +104608794,Completed,US,,2,3,6,2,2,2,,5,,2,2,,2,2,4,4,1,,,,,3,4,2,5,,,,,,1,1,1,4,3,2,3,1,2,4,5,3,1,1,2,5,1,4,1,2,3,4,3,5,4,3,2 +104608796,Completed,US,NY,2,1,3,2,2,2,,5,,3,3,,1,1,2,3,3,,,,,1,3,3,1,1,,,,,,1,3,2,4,1,1,3,4,2,3,2,3,1,2,5,2,3,5,5,2,3,3,3,2,5,1 +104608799,Completed,US,NY,1,7,6,2,4,5,,7,,3,2,,1,3,5,1,1,,,,,2,6,2,2,1,1,,,1,,1,3,1,4,2,4,1,2,3,2,2,1,2,4,4,3,1,3,2,3,1,3,2,1,2,1 +104608800,Completed,US,NJ,2,7,3,7,1,3,,3,,3,5,,2,1,2,3,3,,,,,2,4,3,4,,1,,1,,,3,4,1,2,3,3,4,2,1,3,3,3,3,5,1,4,5,1,4,1,1,1,5,5,1,2 +104608801,Completed,US,NY,1,1,4,2,4,1,,2,,5,3,,2,3,4,2,1,,,,,3,5,3,4,1,1,,1,1,,1,1,2,3,4,1,2,3,4,2,3,2,1,3,2,3,1,1,1,1,1,5,4,3,1,4 +104608810,Completed,US,NY,1,6,2,5,5,3,,7,,5,4,,2,1,2,4,1,,,,,4,3,1,5,,1,1,,,,2,2,3,4,1,3,2,4,1,3,2,1,2,5,2,2,4,3,4,5,5,2,1,5,1,1 +104608905,Completed,US,NY,1,5,4,1,7,2,"LISMAN, Alabama (36912)",6,"EATON, Ohio (45320)",5,1,18,1,1,3,1,3,10,Chef,4,2,,,,,,,,,,,1,4,2,1,3,1,3,4,2,3,2,3,1,5,3,4,5,5,3,4,5,3,4,5,5,5 +104608906,Completed,US,NY,1,3,6,5,1,6,"YORK, Alabama (36925)",6,"YORK, Alabama (36925)",5,2,8,1,3,5,4,3,11,Teacher,1,2,,,,,,,,,,,1,2,4,1,3,2,4,1,3,4,1,3,1,4,3,3,5,5,3,4,4,3,4,3,3,3 +104608910,Completed,US,NY,2,7,3,4,2,6,"ETHRIDGE, Tennessee (38456)",6,"ASHLAND, Alabama (36251)",4,4,10,1,1,1,4,3,2,Nurse,1,2,,,,,,,,,,,1,4,2,3,1,4,2,1,3,5,1,3,1,3,4,5,3,4,3,5,3,5,3,4,3,5 +104608914,Completed,US,NY,2,4,3,1,1,5,"LISMAN, Alabama (36912)",2,"KENNEDY, Alabama (35574)",1,3,11,1,1,3,3,1,6,Accountant,1,2,,,,,,,,,,,1,3,1,4,2,2,3,1,4,4,1,2,1,3,3,5,3,3,4,5,3,4,5,3,4,3 +104608921,Completed,US,NY,2,2,6,1,5,2,"MOUNTAIN HOME, Arkansas (72653)",1,"KENNEDY, Alabama (35574)",4,1,30,1,1,1,3,3,,,,,4,1,3,4,,,,,,1,1,1,3,4,2,2,4,3,1,4,1,3,1,4,4,3,4,4,4,4,5,3,4,4,3,3 +104608943,Completed,US,NY,2,4,6,6,3,3,"ETHRIDGE, Tennessee (38456)",5,"MOUNTAIN HOME, Arkansas (72653)",1,4,16,1,2,2,2,3,18,Dentist,1,2,,,,,,,,,,,1,1,3,2,4,3,2,1,4,3,1,1,1,3,4,3,5,5,5,5,3,3,3,4,4,3 +104608958,Completed,US,NY,,,,,,,,,,,,,,,,,,19,Nurse,2,2,,,,,,,,,,,1,3,4,2,1,4,1,3,2,4,3,3,1,5,4,3,4,3,4,5,3,3,5,5,4,3 +104608960,Completed,US,NY,1,7,2,4,7,5,"EATON, Ohio (45320)",6,"RAINELLE, West Virginia (25962)",5,2,25,1,3,5,3,2,19,Electrician,1,2,,,,,,,,,,,1,2,4,3,1,3,1,2,4,3,2,1,1,3,5,3,5,4,4,4,4,4,5,3,5,3 +104608962,Completed,US,NY,,,,,,,,,,,,,,,,,,12,Chef,2,2,,,,,,,,,,,1,3,1,2,4,2,1,3,4,3,1,1,1,5,5,4,4,3,4,5,3,4,3,5,5,3 +104608963,Completed,US,NY,1,7,2,7,6,6,"FRANKLIN, Virginia (23851)",6,"ETHRIDGE, Tennessee (38456)",2,3,19,1,2,2,2,2,14,Nurse,2,2,,,,,,,,,,,1,3,1,2,4,1,3,2,4,3,2,2,1,5,5,5,3,4,4,3,5,4,4,3,5,5 +104608964,Completed,US,NY,2,2,4,5,3,4,"ETHRIDGE, Tennessee (38456)",3,"RAINELLE, West Virginia (25962)",1,5,15,1,1,5,5,4,8,Electrician,3,2,,,,,,,,,,,1,2,1,3,4,2,3,1,4,5,3,2,1,5,5,4,5,4,4,3,5,3,4,3,3,4 +104608971,Completed,US,NY,2,2,5,7,1,5,"FRANKLIN, Virginia (23851)",6,"KENNEDY, Alabama (35574)",3,3,14,1,3,1,1,1,,,,,4,5,3,5,,,,1,,,1,2,1,3,4,3,4,1,2,5,3,2,1,5,5,3,3,3,4,5,5,3,5,3,3,4 +104609101,Completed,US,NY,1,1,6,7,2,2,"LISMAN, Alabama (36912)",7,"WEAVER, Alabama (36277)",5,3,15,1,2,3,1,2,18,Software Developer,3,2,5,3,3,3,,,,1,,,1,2,4,1,3,3,4,2,1,3,2,1,1,5,5,4,4,5,4,5,5,4,4,3,5,4 +104609102,Completed,US,,1,4,6,2,1,4,"LISMAN, Alabama (36912)",7,"MOUNTAIN HOME, Arkansas (72653)",5,1,22,1,3,2,4,3,,,,,3,6,3,4,,1,,,,,1,3,1,4,2,1,4,2,3,5,1,1,1,5,4,4,3,3,4,4,4,4,5,5,5,4 +104609103,Completed,US,NY,2,3,5,2,4,5,"FRANKLIN, Virginia (23851)",7,"WEAVER, Alabama (36277)",3,5,20,1,2,1,3,4,3,Engineer,1,2,3,5,3,3,,,1,,,,1,2,1,3,4,1,2,4,3,5,3,1,1,5,5,4,4,5,5,3,3,4,3,3,5,4 +104609105,Completed,US,NY,2,2,2,3,8,2,"ETHRIDGE, Tennessee (38456)",3,"YORK, Alabama (36925)",3,3,13,1,3,4,5,3,10,Real Estate Agent,2,2,5,3,3,4,,,,,,1,1,1,3,2,4,1,2,3,4,4,3,3,1,4,5,4,3,4,3,4,4,4,5,3,5,3 +104609106,Completed,US,NY,2,2,1,8,2,2,"FRANKLIN, Virginia (23851)",1,"LISMAN, Alabama (36912)",3,2,13,1,2,4,2,2,6,Software Developer,4,2,3,2,3,5,,,1,,,,1,4,1,2,3,1,4,2,3,5,3,3,1,5,3,5,3,5,5,4,5,4,5,4,4,5 +104609107,Completed,US,NY,2,1,3,2,7,4,"RAINELLE, West Virginia (25962)",5,"RAINELLE, West Virginia (25962)",2,3,16,1,1,4,2,3,5,Marketing Manager,4,2,4,5,3,4,,,,,,1,1,4,3,2,1,1,2,4,3,3,3,2,1,4,5,4,4,5,4,5,4,3,4,4,4,5 +104609108,Completed,US,NY,1,1,6,4,7,6,"RAINELLE, West Virginia (25962)",5,"FRANKLIN, Virginia (23851)",4,1,11,1,2,2,1,4,,,,,3,6,3,5,,1,,,,,1,3,4,1,2,4,2,3,1,4,3,1,1,4,4,5,3,5,4,4,4,3,3,5,4,3 +104609109,Completed,US,NY,2,5,4,7,1,5,"WEAVER, Alabama (36277)",1,"MOUNTAIN HOME, Arkansas (72653)",1,4,9,1,1,5,1,2,18,Sales Representative,3,2,3,3,3,4,,1,,,,,1,1,3,2,4,2,1,3,4,4,1,1,1,4,4,3,4,5,4,4,4,4,3,3,4,4 +104609110,Completed,US,NJ,1,6,4,5,6,4,"EATON, Ohio (45320)",3,"ETHRIDGE, Tennessee (38456)",1,5,22,1,1,4,4,1,19,Architect,2,2,3,6,3,5,,,1,,,,1,4,3,2,1,3,1,2,4,5,3,2,1,3,4,4,5,5,5,5,5,4,4,5,4,4 +104609111,Completed,US,NY,1,5,2,6,2,4,"MOUNTAIN HOME, Arkansas (72653)",7,"EATON, Ohio (45320)",5,4,19,1,1,2,5,3,,,,,5,2,3,4,,,,,1,,1,2,3,4,1,4,1,2,3,3,1,2,1,3,5,5,5,3,3,4,4,5,5,3,5,3 +104609112,Completed,US,NY,1,4,2,6,6,1,"MOUNTAIN HOME, Arkansas (72653)",1,"YORK, Alabama (36925)",4,4,8,1,3,2,4,2,,,,,4,3,3,4,,,1,,,,1,4,1,2,3,3,4,1,2,4,1,2,1,3,3,4,4,5,4,3,4,3,4,3,3,4 +104609113,Completed,US,NY,2,6,3,8,6,2,"WEAVER, Alabama (36277)",4,"EATON, Ohio (45320)",5,1,22,1,3,2,3,2,6,Sales Representative,2,2,5,3,3,4,,,1,,,,1,2,1,4,3,4,2,3,1,5,2,1,1,4,5,3,3,3,5,3,3,5,5,4,3,5 +104609114,Completed,US,NY,2,4,6,8,1,6,"WEAVER, Alabama (36277)",7,"ASHLAND, Alabama (36251)",1,2,11,1,1,4,5,4,8,Dentist,4,2,3,5,3,3,1,,,,,,1,4,3,2,1,1,4,2,3,5,2,3,1,4,3,5,3,3,3,4,3,3,5,5,5,3 +104609117,Completed,US,NY,2,2,6,7,3,2,"KENNEDY, Alabama (35574)",4,"RAINELLE, West Virginia (25962)",3,1,18,1,1,5,5,4,,,,,3,1,3,5,,,1,,,,1,2,4,1,3,4,3,2,1,3,3,3,1,3,5,4,5,3,3,3,4,5,5,3,4,3 +104609118,Completed,US,NY,1,2,6,3,1,4,"KENNEDY, Alabama (35574)",5,"LISMAN, Alabama (36912)",4,1,11,1,1,4,3,1,,,,,5,6,3,3,,,1,,,,1,1,2,3,4,1,2,4,3,3,1,1,1,4,5,5,3,3,5,5,5,5,4,4,4,3 +104609119,Completed,US,NY,2,5,5,2,5,2,"KENNEDY, Alabama (35574)",5,"KENNEDY, Alabama (35574)",2,4,12,1,1,2,1,4,,,,,3,5,3,4,1,,,,,,1,2,3,4,1,1,2,3,4,3,1,3,1,3,5,3,3,3,3,4,5,3,5,5,5,5 +104609120,Completed,US,NY,2,4,3,6,6,2,"RAINELLE, West Virginia (25962)",5,"ETHRIDGE, Tennessee (38456)",1,1,10,1,1,3,1,2,6,Accountant,4,2,5,1,3,5,,1,,,,,1,2,1,3,4,4,2,1,3,4,1,1,1,5,3,4,4,5,5,3,3,3,5,5,3,4 +104609121,Completed,US,NY,1,3,1,5,3,6,"LISMAN, Alabama (36912)",4,"FRANKLIN, Virginia (23851)",5,1,17,1,3,5,1,2,,,,,3,6,3,4,1,,,,,,1,1,3,2,4,1,2,4,3,4,3,1,1,5,4,4,5,3,3,3,5,4,4,4,4,5 +104609122,Completed,US,NY,2,4,2,1,3,4,"RAINELLE, West Virginia (25962)",2,"KENNEDY, Alabama (35574)",5,5,15,1,1,1,3,1,,,,,4,6,3,5,,,,,1,,1,2,4,3,1,4,2,1,3,3,3,1,1,5,3,4,3,3,5,5,5,4,4,4,3,4 +104609328,Completed,US,IL,1,3,1,2,5,3,"BRANSON, Colorado (81027)",2,"BRANSON, Colorado (81027)",2,2,1,2,1,1,3,3,10,Bank clerk,3,2,4,2,1,3,1,,1,,,,3,3,1,2,4,3,1,2,4,4,2,2,2,4,3,4,4,4,4,5,5,4,4,4,4,4 +104609520,Completed,US,GA,1,3,2,3,5,4,,4,,2,,,1,2,3,5,3,4,,4,2,3,3,2,4,,1,,1,,,3,3,0,0,0,,,,,3,2,1,1,3,3,4,3,2,4,3,2,3,3,4,3,2 +104609570,Completed,DE,,1,3,2,1,5,4,"BLOOMFIELD HILLS, Michigan (48302)",4,"CRAIG, Colorado (81625)",4,3,15,1,2,4,5,3,6,Training consultant,3,3,2,4,2,4,1,,1,,,,3,3,1,2,4,2,1,3,4,3,2,2,2,2,3,4,2,3,4,3,2,4,3,2,4,2 +104609600,Completed,US,,1,4,2,2,2,4,"Lecoma, Missouri, US (65540)",5,"COLUMBIA, Maryland (21044)",3,2,1,1,2,3,3,3,5,agent,1,2,2,4,1,3,,1,,,,,1,1,2,4,3,2,3,1,4,1,2,1,1,4,4,4,4,5,5,4,4,4,4,4,5,5 +104609849,Completed,US,TN,2,3,2,2,2,2,"SALEM, Oregon (97301)",2,"SALEM, Oregon (97301)",3,2,5,2,2,3,4,2,7,Counseling psychologist,3,2,4,5,1,2,,,1,,,,2,1,2,3,4,1,2,3,4,1,1,1,2,5,4,5,4,5,5,5,5,5,5,5,5,5 +104609866,Completed,US,FL,2,3,1,1,6,1,,1,,2,4,,2,1,2,3,3,10,,3,2,3,4,1,3,,,1,,,,3,,,,,,,,,,1,1,1,4,3,3,3,4,2,3,2,2,2,4,2,3 +104609934,Completed,US,,2,4,1,4,5,2,"RAINELLE, West Virginia (25962)",4,"LISMAN, Alabama (36912)",5,2,20,1,1,1,5,1,,,,,5,4,3,5,,,,,,1,1,4,1,3,2,4,1,3,2,5,2,2,1,5,3,5,5,3,4,4,4,3,4,5,3,3 +104609935,Completed,US,NY,1,4,2,6,1,3,"RAINELLE, West Virginia (25962)",2,"KENNEDY, Alabama (35574)",3,5,15,1,3,1,4,1,,,,,3,6,3,3,,,,,1,,1,2,3,4,1,1,4,3,2,5,3,2,1,3,4,5,4,4,4,3,5,4,5,5,3,4 +104609937,Completed,US,NY,2,7,5,1,3,1,"ASHLAND, Alabama (36251)",2,,5,3,11,1,1,1,5,4,5,Electrician,4,2,5,1,3,4,1,,,,,,1,4,2,3,1,1,3,2,4,5,3,1,1,3,5,4,4,4,3,3,3,5,4,3,4,3 +104609939,Completed,US,NY,2,5,1,7,4,3,"YORK, Alabama (36925)",2,"KENNEDY, Alabama (35574)",3,3,14,1,1,2,3,2,8,Attorney,2,2,3,6,3,5,,,,,,1,1,4,2,3,1,3,1,4,2,3,1,2,1,3,4,4,3,5,5,3,4,5,3,5,4,5 +104609940,Completed,US,NY,1,5,5,7,3,5,"RAINELLE, West Virginia (25962)",4,"LISMAN, Alabama (36912)",5,1,19,1,2,5,5,2,,,,,5,1,3,5,1,,,,,,1,1,2,4,3,4,2,1,3,4,3,1,1,4,4,5,4,4,4,3,5,5,5,5,4,5 +104609941,Completed,US,NY,1,3,1,8,1,1,"RAINELLE, West Virginia (25962)",1,"FRANKLIN, Virginia (23851)",1,3,30,1,3,3,3,2,,,,,5,5,3,3,,,,,,1,1,3,4,1,2,1,4,2,3,3,2,2,1,3,3,4,5,4,5,4,4,5,3,5,5,5 +104609943,Completed,US,NY,2,6,4,2,7,6,"KENNEDY, Alabama (35574)",1,"LISMAN, Alabama (36912)",2,2,15,1,2,3,4,3,4,Attorney,4,2,,,,,,,,,,,1,3,1,4,2,3,2,1,4,4,2,1,1,4,5,5,4,3,4,3,4,4,4,3,3,4 +104609944,Completed,US,NY,2,2,3,7,6,5,"WEAVER, Alabama (36277)",1,"WEAVER, Alabama (36277)",4,3,10,1,3,2,1,4,19,Veterinarian.,4,2,4,4,3,4,,,,,1,,1,2,1,4,3,4,3,1,2,3,1,2,1,5,4,3,4,3,3,3,4,4,5,3,4,3 +104609945,Completed,US,NY,2,4,4,4,7,2,"KENNEDY, Alabama (35574)",4,"FRANKLIN, Virginia (23851)",4,5,12,1,1,4,1,4,17,Web Developer,3,2,,,,,,,,,,,1,2,4,1,3,3,4,2,1,3,3,1,1,5,5,4,4,4,3,3,4,4,5,5,3,3 +104609947,Completed,US,NY,1,5,6,3,6,6,"ASHLAND, Alabama (36251)",4,"WEAVER, Alabama (36277)",2,3,16,1,2,5,2,3,,,,,4,3,3,4,,,,,,1,1,3,4,1,2,2,1,4,3,5,2,2,1,4,5,4,3,3,3,5,3,5,3,4,5,3 +104609948,Completed,US,NY,1,1,2,8,3,5,"KENNEDY, Alabama (35574)",2,"WEAVER, Alabama (36277)",3,1,17,1,2,5,1,4,9,Web Developer,4,2,5,6,3,4,,,,1,,,1,2,3,4,1,3,1,2,4,5,2,3,1,5,5,3,3,4,4,3,5,3,4,5,4,3 +104609953,Completed,US,NJ,1,7,3,4,8,3,"KENNEDY, Alabama (35574)",4,"ETHRIDGE, Tennessee (38456)",3,1,15,1,1,2,1,3,1,Architect,4,2,4,1,3,3,1,,,,,,1,2,4,3,1,3,4,1,2,3,3,2,1,3,5,5,5,3,3,4,3,3,3,3,4,5 +104609954,Completed,US,NY,1,5,6,6,4,6,"ETHRIDGE, Tennessee (38456)",6,"MOUNTAIN HOME, Arkansas (72653)",2,3,10,1,3,4,1,4,,,,,3,6,3,5,,1,,,,,1,2,4,3,1,1,3,4,2,5,1,2,1,4,5,3,5,4,3,4,4,3,3,4,4,5 +104609955,Completed,US,NY,1,6,6,5,3,6,"WEAVER, Alabama (36277)",3,"RAINELLE, West Virginia (25962)",5,3,19,1,1,5,3,1,12,Veterinarian.,3,2,4,2,3,4,1,,,,,,1,4,3,2,1,4,3,1,2,3,3,2,1,4,3,4,5,5,3,3,3,3,5,4,5,3 +104609956,Completed,US,NY,1,3,1,8,7,3,"KENNEDY, Alabama (35574)",6,"LISMAN, Alabama (36912)",2,2,12,1,2,1,2,2,,,,,4,4,3,3,,,,1,,,1,3,4,1,2,4,2,1,3,5,1,2,1,5,3,3,3,5,4,5,4,5,3,3,5,4 +104609957,Completed,US,NY,1,4,1,8,6,2,"ASHLAND, Alabama (36251)",5,"WEAVER, Alabama (36277)",3,1,17,1,3,5,2,1,1,Marketing Manager,2,2,5,1,3,3,,,,1,,,1,2,3,4,1,2,4,3,1,5,2,3,1,5,4,3,3,4,4,3,4,5,4,4,3,3 +104609963,Completed,US,NY,2,5,3,8,6,5,"MOUNTAIN HOME, Arkansas (72653)",4,"FRANKLIN, Virginia (23851)",4,4,11,1,3,5,1,3,4,Software Developer,2,2,4,1,3,4,,,,1,,,1,1,2,3,4,1,3,4,2,3,2,1,1,4,4,3,5,3,3,4,5,5,3,3,3,5 +104609965,Completed,US,NY,,,,,,,,,,,,,,,,,,7,Architect,4,2,3,6,3,3,,,,,,1,1,3,4,2,1,2,3,1,4,5,1,1,1,3,4,3,5,5,3,3,3,4,4,4,4,3 +104610239,Completed,US,NY,1,2,1,1,5,2,"SALEM, Virginia (24153)",1,"ROANOKE, Virginia (24016)",3,2,8,2,1,1,4,3,6,marketing personnel,3,3,2,2,2,4,1,,,,,,4,3,1,2,4,4,2,1,3,4,2,2,2,3,2,4,2,4,4,5,4,4,3,3,2,4 +104610358,Completed,US,IA,1,3,3,4,4,3,"NEW ORLEANS, Louisiana (70125)",3,"NEW ORLEANS, Louisiana (70125)",2,2,10,2,2,3,3,2,4,it,1,1,3,3,2,2,,1,,,,,2,1,2,3,4,1,3,2,4,2,1,2,1,1,1,1,1,2,1,5,3,1,2,2,5,4 +104610487,Completed,US,NY,1,5,2,2,7,6,,5,,1,4,,2,1,1,2,4,,,,,4,5,1,1,,1,,,,,4,1,4,2,3,4,2,1,3,1,1,1,1,5,2,3,3,2,1,4,3,5,1,2,4,2 +104610489,Completed,US,NY,1,6,3,4,4,3,,3,,3,1,,1,2,1,4,2,,,,,2,5,2,3,,,,,,1,1,2,3,4,1,3,2,1,4,3,2,3,2,1,3,3,5,4,3,1,1,5,5,4,5,4 +104610491,Completed,US,NY,2,1,6,8,8,4,,5,,4,4,,1,3,5,5,1,,,,,4,4,3,2,1,1,1,1,,,2,1,4,3,2,2,1,3,4,4,2,1,3,5,2,5,4,4,2,5,5,2,2,5,5,3 +104610492,Completed,US,NY,2,1,3,8,4,3,,5,,4,3,,2,2,3,4,3,,,,,3,6,2,5,1,1,1,,,,2,3,4,1,2,2,4,3,1,1,3,3,2,4,2,4,2,5,5,5,3,2,2,1,1,1 +104610494,Completed,US,NY,1,5,6,8,4,4,,4,,5,4,,2,3,1,5,4,,,,,3,2,3,3,,,1,1,,,4,3,4,2,1,2,3,4,1,1,1,3,3,2,3,3,4,5,3,1,5,4,3,3,2,2 +104610495,Completed,US,NJ,1,4,5,1,5,2,,7,,5,5,,1,3,2,3,3,,,,,4,4,2,2,,,,,,1,2,4,2,3,1,3,2,1,4,1,3,1,3,2,4,1,5,2,1,2,2,5,3,5,4,5 +104610496,Completed,US,NY,1,4,3,1,1,5,,6,,5,2,,2,3,4,3,1,,,,,1,1,1,4,,,1,1,1,,1,3,4,2,1,1,4,2,3,4,2,3,3,4,3,3,2,5,1,1,5,1,4,2,1,4 +104610497,Completed,US,NY,2,5,1,4,8,4,,6,,5,4,,2,2,2,5,2,,,,,4,1,3,3,1,,,,,,2,2,1,3,4,1,3,4,2,4,1,2,1,1,5,3,4,3,4,1,5,1,4,4,1,5 +104610498,Completed,US,NY,2,1,2,6,6,5,,2,,3,1,,1,2,4,5,1,,,,,2,3,2,5,1,,,,1,,3,1,2,3,4,1,2,3,4,5,1,2,1,4,3,3,2,1,3,5,4,1,5,3,5,3 +104610499,Completed,US,NY,2,6,1,3,7,2,,4,,5,1,,1,2,2,5,2,,,,,1,3,3,4,,1,,,,,4,3,2,4,1,1,3,4,2,1,2,3,1,2,4,2,5,1,1,5,2,3,4,1,4,5 +104610500,Completed,US,NY,2,6,4,1,2,2,,1,,2,3,,2,3,1,2,4,,,,,4,4,2,5,1,,1,,1,,3,4,1,3,2,2,4,3,1,1,1,2,3,2,3,3,1,5,3,4,3,5,4,3,4,5 +104610501,Completed,US,NY,1,4,1,3,7,5,,6,,2,1,,1,1,4,3,1,,,,,3,2,3,5,,,,,1,,2,4,2,1,3,1,3,4,2,1,2,3,1,2,5,5,3,4,2,2,5,2,4,3,3,2 +104610503,Completed,US,NY,2,1,1,2,3,3,,5,,1,1,,2,3,1,5,3,,,,,2,2,2,1,1,,1,,,,4,2,3,1,4,2,3,4,1,1,1,1,3,5,4,2,4,3,3,4,3,2,3,2,1,4 +104610506,Completed,US,NY,1,4,6,6,6,3,,4,,2,5,,1,1,2,5,1,,,,,4,2,3,2,,1,,,1,,1,1,2,4,3,4,2,1,3,1,3,2,1,3,4,5,3,5,5,2,1,5,5,3,2,2 +104610507,Completed,US,NY,2,7,3,2,3,4,,1,,2,3,,2,2,5,1,1,,,,,3,5,2,1,1,,1,,1,,2,2,3,1,4,4,1,3,2,5,1,2,2,1,5,1,5,4,2,3,2,1,1,4,4,5 +104610508,Completed,US,NY,1,6,3,8,1,6,,6,,5,2,,2,2,5,3,3,,,,,3,3,2,5,,,,,,1,4,1,2,3,4,3,1,4,2,5,1,3,1,5,3,3,4,3,2,3,2,1,2,2,4,4 +104610510,Completed,US,NY,1,1,5,4,8,5,,4,,2,1,,2,3,1,2,3,,,,,3,6,2,5,1,1,1,1,,,3,3,1,4,2,4,3,1,2,1,1,1,2,2,1,3,2,1,3,5,5,1,4,1,4,3 +104610511,Completed,US,NJ,2,2,4,2,4,6,,3,,3,5,,2,2,2,3,1,,,,,3,5,2,5,,,,,,1,4,3,1,2,4,1,4,2,3,2,2,1,2,4,4,5,3,3,1,5,1,1,5,3,1,4 +104611051,Completed,US,NM,1,3,2,2,6,1,"HOWARD, Ohio (43028)",1,"HOWARD, Ohio (43028)",3,5,3,2,3,4,5,3,12,Technical director,1,1,1,4,2,4,,,,,,1,1,1,0,0,0,1,0,0,0,2,2,2,1,2,1,2,3,2,2,3,2,2,2,3,2,2 +104611334,Completed,PS,NBS,1,3,1,1,6,1,"BENT MOUNTAIN, Virginia (24059)",1,"BENT MOUNTAIN, Virginia (24059)",2,3,40,2,1,1,3,2,6,employee,3,3,3,4,2,4,,1,1,1,,,1,2,1,3,4,3,2,1,4,3,2,3,1,5,3,5,2,2,2,4,5,5,4,4,4,5 +104611427,Completed,US,NY,1,3,1,1,2,2,,2,,,,,2,2,3,5,2,1,,4,3,3,3,2,4,,,1,,,,3,,,,,,,,,4,3,2,1,4,3,3,4,3,3,4,4,3,3,4,4,3 +104611688,Completed,US,CT,1,3,2,1,5,2,"CHARLOTTE COURT HOUSE, Virginia (23923)",2,"CHARLOTTE COURT HOUSE, Virginia (23923)",3,4,5,1,3,4,5,3,4,designer,1,3,1,2,2,4,,,,,1,,3,1,0,0,0,0,0,0,1,2,2,2,1,2,2,2,2,3,3,2,5,,2,3,3,3 +104611873,Completed,US,WV,1,4,2,1,7,1,"BENT MOUNTAIN, Virginia (24059)",1,"BENT MOUNTAIN, Virginia (24059)",4,3,25,1,2,4,4,3,9,manager,3,3,2,4,3,5,1,,,,,,1,2,1,3,4,2,1,3,4,4,1,2,2,5,5,5,5,3,4,5,5,4,4,4,5,5 +104612243,Completed,US,NY,1,3,2,1,5,6,"SAN JOSE, California (95113)",6,"FRANKLIN, Idaho (83237)",4,3,18,2,2,4,5,3,17,Multimedia artist,4,3,2,4,2,4,1,,,,,,3,3,1,2,4,2,1,3,4,3,2,2,1,,3,4,3,2,3,4,2,3,2,4,2,3 +104612847,Completed,US,CA,1,3,2,2,6,1,"HOWARD, Ohio (43028)",1,"HOWARD, Ohio (43028)",3,5,3,1,3,4,5,3,13,General manager,1,3,1,4,3,4,,,,,,1,4,1,0,0,0,1,0,0,0,2,3,3,1,2,1,3,3,2,3,2,3,2,3,2,3,2 +104612939,Completed,US,FL,1,4,2,1,5,2,"MARQUETTE, Michigan (49855)",2,"MARQUETTE, Michigan (49855)",2,2,3,1,2,4,4,3,7,supermarket,4,2,4,3,2,3,1,,1,,1,,3,2,1,3,4,2,1,3,4,2,2,2,2,4,4,4,4,4,4,4,4,4,4,4,4,4 +104613039,Completed,US,VA,1,3,2,1,7,1,"ASHBURN, Virginia (20149)",1,"ASHBURN, Virginia (20149)",3,1,18.5,2,2,4,4,2,6,Foreign Trade Business Assistant,1,2,3,2,2,3,1,,,,,,3,2,3,4,1,2,1,3,4,2,2,3,1,3,1,3,5,3,2,2,3,4,2,1,2,5 +104613191,Completed,US,TX,2,4,2,2,6,1,"HOWARD, Ohio (43028)",1,"HOWARD, Ohio (43028)",4,5,6,2,3,4,5,3,7,Store manager,1,4,1,4,3,4,1,,,,,,4,1,0,0,0,1,0,0,0,3,2,2,1,2,1,3,3,2,3,2,3,2,3,2,3,2 +104613333,Completed,US,,1,2,1,2,2,2,,1,,,,,2,3,4,5,3,3,,2,3,2,4,2,3,,,1,,,,3,2,0,0,0,1,0,0,0,3,2,2,1,4,3,4,3,3,4,3,3,4,3,3,4,3 +104613424,Completed,US,TX,1,3,2,2,6,2,"CHARLOTTE COURT HOUSE, Virginia (23923)",2,"CHARLOTTE COURT HOUSE, Virginia (23923)",4,5,5,1,3,4,5,2,13,General manager,1,4,1,4,3,4,1,,,,,,4,1,0,0,0,1,0,0,0,3,2,2,1,2,3,2,4,2,4,3,3,2,,3,2,3 +104613693,Completed,US,TX,1,3,2,1,6,3,"NEW YORK, New York (10010)",3,"NEW YORK, New York (10010)",4,5,2,1,3,4,5,2,6,Wholesale boss,1,3,1,4,2,4,1,,,,,,4,0,0,1,0,0,0,1,0,3,2,2,1,2,3,3,2,2,3,2,3,2,3,2,3,2 +104613775,Completed,US,IL,1,3,2,1,3,3,,3,,3,2,,1,2,,,3,2,,2,3,2,3,2,4,,,1,,,,3,,,,,,,,,4,2,1,1,3,4,3,3,2,3,3,4,3,3,2,4,3 +104613909,Completed,US,MS,1,3,2,1,5,1,"HOWARD, Ohio (43028)",1,"HOWARD, Ohio (43028)",4,5,3,1,3,4,5,3,13,Technical director,1,3,1,3,2,4,1,,,,,,3,1,0,0,0,1,0,0,0,4,2,2,1,2,3,2,3,2,3,2,3,2,2,2,3,2 +104614188,Completed,US,TX,1,4,2,,5,1,"JEFFERSONVILLE, Indiana (47130)",1,"JEFFERSONVILLE, Indiana (47130)",2,2,4,1,2,3,3,2,4,Nursery and greenhouse manager,4,3,1,4,1,3,1,,,,,,4,1,2,3,4,1,2,0,4,,2,2,2,2,1,2,2,2,2,2,3,1,4,4,4,3 +104614211,Completed,US,MS,1,3,2,2,6,4,"MONDAMIN, Iowa (51557)",4,"MONDAMIN, Iowa (51557)",4,5,1,1,3,4,5,3,14,Personnel director,1,4,1,4,2,4,1,,,,,,3,0,0,1,0,0,1,0,0,3,2,2,2,2,3,2,2,3,2,3,3,2,3,2,2,3 +104615888,Completed,US,MD,1,4,2,5,5,3,"MIAMI, Florida (33169)",3,"MIAMI, Florida (33169)",3,2,1,1,2,3,4,3,15,teacher,3,2,4,1,1,3,1,,,,,,2,2,1,3,4,2,1,3,4,2,2,,2,4,4,4,4,4,4,4,4,4,4,4,4,4 +104616135,Completed,US,NE,1,2,1,3,5,5,"ALEXANDRIA, Minnesota (56308)",5,,2,3,12,2,3,3,3,3,5,manager,4,3,4,4,2,4,,,1,,,,4,2,1,3,4,4,3,2,1,2,2,3,1,5,4,4,2,4,5,5,5,4,4,4,5,5 +104618186,Completed,DE,,2,3,2,3,8,4,"WASHINGTON, District of Columbia (20004)",4,"WASHINGTON, District of Columbia (20004)",3,2,10,2,1,3,2,1,8,Warehouse Supervisor,3,3,4,4,3,4,,,1,,,,4,3,2,1,4,3,1,2,4,3,2,3,2,3,1,2,4,1,2,1,4,2,1,2,1,4 +104618426,Completed,US,,1,3,2,3,5,2,,2,,3,3,,1,2,3,,3,3,,3,3,3,4,,,,,1,,,,3,,,,,,,,,,1,1,1,3,4,3,3,4,3,3,2,4,3,3,2,3 +104619086,Completed,US,AZ,1,4,2,2,5,3,"KANSAS CITY, Missouri (64108)",3,"KANSAS CITY, Missouri (64108)",2,2,2,1,2,3,4,3,1,fisherman,4,2,4,1,1,3,,,,1,1,,3,2,1,3,4,2,1,3,4,3,2,2,2,4,4,4,4,4,4,4,4,4,4,4,4,4 +104620511,Completed,US,CA,1,3,4,1,5,5,"HAZELTON, North Dakota (58544)",3,"ROANOKE, Alabama (36274)",4,3,20,1,2,4,5,3,6,Petroleum refinery operator,4,2,2,2,2,4,1,,,,,,3,3,1,2,4,4,2,1,3,4,1,2,2,2,3,4,3,5,4,3,4,3,4,3,4,3 +104621234,Completed,PS,,,3,2,1,6,3,"SALEM, Virginia (24153)",3,"SALEM, Virginia (24153)",3,1,20,2,2,3,3,1,9,Systems Analyst,3,4,3,4,3,4,,1,,,,,1,4,2,1,3,4,1,2,3,2,2,2,1,3,1,1,2,1,3,2,4,2,1,1,1,4 +104622803,Completed,PS,JEN,2,4,,1,8,1,"ASHBURN, Virginia (20149)",1,"ASHBURN, Virginia (20149)",2,2,15,2,2,3,3,2,10,Bancassurance Account Manager,2,2,3,2,1,3,1,,,,,,2,4,2,3,1,4,1,3,2,4,1,1,2,3,2,4,5,2,3,2,3,3,2,1,3,4 +104623141,Completed,US,,2,3,2,1,5,5,"HOUSTON, Texas (77035)",4,"CRAIG, Colorado (81625)",5,3,15,1,2,4,5,3,17,Executive editor,4,2,2,3,2,4,1,,1,,,,3,3,1,2,4,2,1,3,4,4,2,2,2,,3,4,2,3,4,2,2,3,4,3,2,3 +104623751,Completed,US,,2,2,2,1,8,2,"SALEM, Oregon (97301)",2,"SALEM, Oregon (97301)",2,2,12.8,2,2,2,3,3,4,Accountants,2,2,4,2,1,3,,,,,1,,2,1,2,3,4,2,1,3,4,3,1,1,3,3,2,3,3,2,3,3,4,3,3,1,3,4 +104625436,Completed,US,,1,3,2,1,2,1,"ROANOKE, Virginia (24011)",1,"ROANOKE, Virginia (24011)",4,3,5,1,2,3,4,2,5,production supervisor,3,3,2,4,2,4,1,,1,1,,,4,3,2,1,0,0,0,3,4,1,2,3,1,3,3,3,3,2,2,3,3,3,2,3,2, +104625437,Completed,US,FL,1,3,2,1,3,1,"ROANOKE, Virginia (24011)",1,"ROANOKE, Virginia (24011)",4,2,4,2,2,2,4,2,2,mining engineer,3,3,2,3,3,4,1,,1,1,,,4,3,2,0,0,0,4,3,2,2,3,3,2,2,3,3,2,3,2,3,3,3,3,3,3,2 +104625438,Completed,US,NC,1,4,2,1,2,1,"ROANOKE, Virginia (24011)",1,"ROANOKE, Virginia (24011)",4,3,5,1,1,3,3,2,3,Water engineer,3,3,3,3,2,3,,1,1,,1,,3,4,2,3,0,0,0,4,3,2,2,3,1,3,2,3,3,3,2,3,3,2,2,3,3,3 +104625440,Completed,US,IL,1,3,1,1,3,3,"ROANOKE, Virginia (24011)",1,"ROANOKE, Virginia (24011)",3,3,8,2,2,2,4,3,9,network engineer,3,3,3,3,3,4,1,,,1,,,4,4,3,0,0,0,0,3,2,2,2,3,2,3,3,3,2,2,2,3,2,3,3,2,3,2 +104625442,Completed,US,CA,1,3,1,1,3,3,"ROANOKE, Virginia (24011)",1,"ROANOKE, Virginia (24011)",4,2,4,1,2,2,3,2,10,Finance and insurance manager,3,3,2,4,3,3,1,,1,,,,4,3,2,1,0,0,0,3,4,1,2,3,1,3,2,2,3,2,3,2,2,2,2,2,2, +104625445,Completed,US,CA,1,3,2,1,2,3,"ROANOKE, Virginia (24011)",1,"ROANOKE, Virginia (24011)",4,2,6,2,2,3,4,2,7,branch manager,3,3,3,3,2,3,,1,,1,,,3,3,4,0,0,0,3,2,4,2,3,2,2,3,2,3,2,3,3,2,2,3,3,2,3,2 +104625446,Completed,US,CA,1,3,2,1,3,1,"ROANOKE, Virginia (24011)",1,"ROANOKE, Virginia (24011)",3,2,5,1,1,3,3,2,11,real estate sales,3,2,2,4,3,4,1,1,1,1,,,3,3,2,0,0,2,0,3,4,2,2,3,2,4,2,3,3,2,3,3,2,2,2,2,3,3 +104625449,Completed,US,IL,1,3,1,1,2,3,"ROANOKE, Virginia (24011)",1,"ROANOKE, Virginia (24011)",4,2,6,2,2,2,4,2,17,stylist,3,3,3,3,2,3,1,1,1,1,,,4,4,3,0,0,0,1,3,4,2,2,2,1,3,3,2,3,3,3,3,2,3,2,2,2,2 +104625459,Completed,US,GA,2,4,2,1,6,2,"JOHNSON CITY, Tennessee (37615)",2,"SALEM, Iowa (52649)",4,3,10,2,2,3,5,3,17,Scientific photographer,4,3,2,3,2,4,,,1,,,,1,4,3,1,2,3,4,1,2,3,3,3,2,2,3,4,2,3,2,4,3,2,3,4,3,2 +104625592,Completed,IR,,1,4,2,1,2,1,"ROANOKE, Virginia (24005)",1,"ROANOKE, Virginia (24005)",3,3,8500,2,2,5,5,2,5,经理,4,2,2,3,3,4,1,,,,,,4,1,2,3,4,1,2,3,4,3,2,2,1,4,5,4,4,4,5,5,5,5,5,5,5,5 +104627033,Completed,US,TX,1,3,1,1,2,1,"ROANOKE, Indiana (46783)",1,"ROANOKE, Indiana (46783)",4,2,3,2,1,1,4,2,17,BBS&SNS,3,4,3,2,3,4,,,,,,1,4,4,2,1,3,4,2,1,3,5,2,3,1,3,2,4,2,4,4,3,4,4,4,4,3,4 +104627985,Completed,US,WA,2,4,2,1,6,2,"SALEM, New Jersey (08079)",2,"SALEM, New Jersey (08079)",5,3,10,1,2,4,5,3,5,Bleaching and dyeing machine operator,4,2,4,2,1,4,,,1,,,,2,4,3,1,2,4,3,1,2,3,3,3,2,2,,4,3,2,3,4,3,2,3,4,3,2 +104628095,Completed,LT,,1,3,2,1,3,1,"ROANOKE, Virginia (24009)",1,"ROANOKE, Virginia (24009)",3,3,8000,2,2,5,5,2,12,经理,3,4,4,4,3,4,1,,,,,,1,2,3,1,4,2,4,1,3,4,2,3,1,4,4,5,5,4,4,5,5,5,4,5,5,5 +104628267,Completed,US,VA,2,3,2,1,7,1,"BEATRICE, Nebraska (68310)",1,"OMAHA, Nebraska (68102)",3,4,40,1,2,3,4,3,5,Manager,3,1,1,1,2,2,1,,,,,,2,1,3,2,4,1,4,3,2,3,1,1,2,2,3,3,4,3,2,3,3,5,3,2,4,5 +104631036,Completed,US,CA,1,2,1,1,5,1,"ROANOKE, Virginia (24014)",1,"ROANOKE, Virginia (24014)",4,2,5,2,2,3,5,2,8,administrator,3,4,3,2,2,3,1,,,,,,1,1,2,3,4,3,1,2,4,3,2,3,2,3,2,4,4,4,2,1,4,4,4,4,3,4 +104631618,Completed,US,AZ,1,4,2,1,6,4,"CRAIG, Colorado (81626)",4,"CRAIG, Colorado (81626)",5,3,10,1,2,4,5,3,19,Employment assistant,4,3,4,4,3,4,1,,,,,,3,2,1,3,4,3,1,2,4,3,2,2,2,2,3,4,3,2,3,4,3,2,3,4,3,2 +104632038,Completed,US,,1,3,1,2,8,1,"ROANOKE, Illinois (61561)",1,"ROANOKE, Virginia (24011)",3,3,5,1,3,5,5,3,10,human resource manager,1,2,4,4,2,3,1,,,,,,4,1,2,3,4,1,2,3,4,1,1,1,2,4,4,5,3,4,2,4,1,4,3,2,5,5 +104633229,Completed,US,,1,3,1,3,6,,"ROANOKE, Illinois (61561)",1,"ROANOKE, Virginia (24011)",5,3,4,1,3,4,5,3,10,human resource manager,1,3,5,4,3,3,1,,,,,,1,1,2,3,4,1,2,3,4,1,1,1,2,5,4,5,3,4,3,4,5,2,3,2,4,5 +104633461,Completed,US,,1,4,2,3,5,1,"ROANOKE, Illinois (61561)",1,"ROANOKE, Virginia (24011)",4,3,5,1,3,4,5,4,10,human resource manager,1,4,4,4,3,3,1,,,,,,4,2,1,4,3,2,1,4,3,2,2,2,2,5,4,5,3,4,3,5,5,4,5,2,4,5 +104637202,Completed,US,VA,1,4,1,1,5,2,"SALEM, Virginia (24153)",3,"SALEM, Virginia (24153)",5,4,7,1,3,4,2,2,15,teacher,4,3,2,4,2,5,1,,,,,,1,3,4,2,1,3,4,2,1,1,2,3,3,4,4,4,4,5,4,4,4,4,4,4,4,4 +104637888,Completed,US,IN,1,3,1,1,5,6,"HARRISONBURG, Virginia (22801)",6,,3,2,30,2,2,3,4,2,7,employee,3,2,2,3,2,4,1,,1,,,,2,1,2,4,3,1,3,2,4,2,2,1,2,3,4,4,4,3,4,3,4,4,4,3,4,4 +104639865,Completed,US,MA,1,3,2,2,3,5,"TROUTVILLE, Virginia (24175)",5,,3,2,20,1,2,3,3,3,10,Financial adviser,3,2,2,3,2,4,1,,1,,,,2,1,3,2,4,1,3,2,4,1,1,2,1,4,4,3,4,3,4,3,4,4,3,4,4,3 +104640071,Completed,US,CA,1,3,2,1,5,6,"COWAN, Tennessee (37318)",6,"COWAN, Tennessee (37318)",,3,23,1,2,4,5,2,4,manager,3,3,4,4,2,3,,,,1,,,2,3,2,1,4,2,3,1,4,4,2,,1,3,2,4,4,4,5,3,2,4,3,5,4,4 +104640824,Completed,US,MI,2,4,2,1,5,1,"NORFOLK, Virginia (23523)",1,,4,3,25,1,2,3,4,2,6,salesman,4,2,4,4,2,4,1,,1,1,,,3,2,1,3,4,2,1,3,4,2,2,1,2,4,3,4,5,4,4,5,4,3,4,5,4,4 +104641199,Completed,US,AZ,2,3,2,2,4,6,"COWAN, Tennessee (37318)",6,"COWAN, Tennessee (37318)",3,3,15,1,3,4,5,2,5,manager,2,2,3,3,3,4,,,,1,,,2,2,1,3,4,1,2,3,4,4,2,2,2,4,3,5,4,5,3,4,3,5,4,5,3,4 +104641675,Completed,US,,1,3,1,3,6,,"ROANOKE, Illinois (61561)",1,"ROANOKE, Virginia (24011)",4,3,3,1,3,5,5,3,10,human resource manager,1,4,3,3,3,3,1,,,,,,4,1,2,3,4,1,2,3,4,2,2,2,1,5,4,5,4,3,4,3,5,4,4,3,3,5 +104641678,Completed,US,LA,1,3,3,1,,6,"COWAN, Tennessee (37318)",6,"COWAN, Tennessee (37318)",5,2,10,2,2,3,5,1,5,Electric worker,2,3,3,4,2,5,1,,,,,,2,2,4,1,3,1,3,2,4,3,1,3,1,4,3,5,4,3,4,4,3,5,4,3,4,4 +104641855,Completed,US,TN,1,2,1,1,5,1,"NORFOLK, Virginia (23529)",1,,4,2,30,2,1,1,3,2,4,worker,4,2,4,3,1,4,1,,1,,,,2,1,3,2,4,1,3,2,4,3,2,2,2,3,4,4,3,4,2,3,4,5,4,4,3,4 +104642160,Completed,US,IN,1,5,2,1,5,6,"COWAN, Tennessee (37318)",6,"COWAN, Tennessee (37318)",4,3,5,1,2,3,5,2,4,industrial engineering,3,4,3,4,1,4,1,,1,,,,4,1,2,3,4,1,2,3,4,2,1,1,1,4,3,5,4,5,5,4,4,2,4,3,5,4 +104642329,Completed,US,VA,2,3,2,2,5,1,"Norfolk, Virginia, US (23530)",1,,2,2,10,1,2,4,4,2,15,teacher,3,3,4,4,1,4,1,,1,1,,,2,2,1,4,3,2,1,4,3,2,2,1,1,4,3,4,5,4,3,4,5,5,4,4,5,4 +104642583,Completed,US,TX,1,2,1,1,5,6,"COWAN, Tennessee (37318)",6,"COWAN, Tennessee (37318)",2,1,5,1,3,3,5,2,9,partner,3,4,4,3,2,4,,,1,,,,3,1,3,2,4,1,3,2,4,3,2,1,1,4,3,5,4,5,5,4,3,5,4,5,3,4 +104642681,Completed,US,IL,1,3,2,1,6,1,"NORFOLK, Virginia (23521)",1,,5,3,30,1,2,3,3,2,16,Dental assistant,3,2,5,3,1,3,1,,,,,,2,1,2,3,4,1,2,3,4,1,1,1,2,4,3,4,5,4,4,3,4,5,4,4,5,5 +104642914,Completed,US,OH,1,3,2,1,5,6,"COWAN, Tennessee (37318)",6,"COWAN, Tennessee (37318)",3,,15,2,2,4,4,3,5,EE(electronics engineer),3,2,3,5,1,4,1,,,,,,2,1,3,2,4,1,2,3,4,3,3,1,1,3,2,5,4,5,3,5,4,3,4,3,4,4 +104642976,Completed,US,KY,2,2,1,2,5,1,"NORFOLK, Virginia (23541)",3,,3,2,10,2,3,3,4,2,11,Real estate consultant,3,3,3,4,2,4,1,1,1,,,,3,1,2,3,4,1,2,3,4,1,1,1,2,3,4,5,3,4,4,5,4,4,5,4,3,4 +104643213,Completed,US,IN,1,4,2,6,4,6,"COWAN, Tennessee (37318)",6,"COWAN, Tennessee (37318)",5,3,12,1,2,3,4,3,5,engineer,2,2,2,2,2,5,,,1,,,,3,1,2,3,4,1,2,3,4,3,1,1,2,4,3,5,4,5,3,4,3,4,3,5,4,4 +104660792,Completed,US,NC,1,2,,1,2,3,"WITTENSVILLE, Kentucky (41274)",1,"WITTENSVILLE, Kentucky (41274)",1,2,8,2,2,2,3,1,7,salesman,4,3,3,2,2,3,,,1,,,,4,4,2,1,3,4,3,1,2,3,3,3,1,3,2,4,1,3,4,3,4,4,3,3,3,4 +104660840,Completed,US,TX,2,3,2,1,2,1,"ROANOKE, Virginia (24002)",1,"ROANOKE, Virginia (24002)",5,4,18,2,2,4,4,3,19,Holistic nurse,3,1,4,1,2,4,,,1,,,,1,1,2,3,4,4,3,2,1,4,3,3,1,5,4,3,3,4,5,3,4,4,3,3,4,5 +104661389,Completed,US,TX,1,4,2,1,7,1,"ROANOKE, Virginia (24002)",1,"ROANOKE, Virginia (24002)",5,3,27,2,2,5,5,3,19,ohioicon3508@gmail.com,3,1,5,1,2,,1,,,,,,1,2,1,3,4,4,3,2,1,3,2,3,2,4,4,3,3,4,5,5,5,3,3,3,4,5 +104661741,Completed,US,MI,1,3,2,1,7,3,"ROANOKE, Virginia (24018)",3,"ROANOKE, Virginia (24018)",4,3,26,2,2,4,5,3,20,Usher,3,1,4,2,2,4,1,,,,,,1,2,1,4,3,4,3,2,1,4,2,3,2,5,5,4,3,4,4,3,5,5,4,3,4,5 +104661989,Completed,US,MI,1,4,2,1,2,3,"ROANOKE, Virginia (24048)",3,"ROANOKE, Virginia (24048)",5,3,22,2,2,4,5,3,5,Electrical and electronic equipment assembler,3,1,1,2,2,4,,,1,,,,1,2,1,3,4,3,4,2,1,3,2,3,2,4,4,3,3,4,5,3,5,5,3,3,4,5 +104662227,Completed,US,NY,1,3,2,1,2,1,"ROANOKE, Virginia (24035)",1,"ROANOKE, Virginia (24035)",5,3,21,2,2,4,5,2,5,Electrical and electronics repairer,3,1,1,2,2,5,,,1,,,,1,2,1,3,4,4,3,2,1,3,3,3,2,5,,3,3,4,4,3,4,5,3,4,4,5 +104662428,Completed,US,NY,1,4,2,1,7,1,"ROANOKE, Virginia (24030)",1,"ROANOKE, Virginia (24030)",5,3,33,2,2,4,5,3,4,Timekeeping clerk,3,1,3,2,2,4,,,1,,,,1,2,1,3,4,4,2,3,1,3,1,3,2,4,4,3,3,4,5,3,4,4,3,3,4,5 +104662637,Completed,US,NY,1,3,2,1,7,1,"ROANOKE, Virginia (24033)",1,"ROANOKE, Virginia (24033)",4,3,15,2,3,5,5,2,15,Speech writer,3,1,2,4,3,4,,,1,,,,1,2,1,3,4,4,3,2,1,2,2,2,2,5,5,4,3,4,4,3,5,5,4,5,4,5 +104662846,Completed,US,NC,1,4,2,1,7,1,"ROANOKE, Virginia (24038)",1,"ROANOKE, Virginia (24038)",4,3,29,2,2,5,5,3,10,财务规划师,3,1,1,3,3,4,1,,,,,,1,3,1,4,2,4,3,2,1,2,2,3,1,5,5,4,3,3,4,5,5,4,4,4,5,5 +104662950,Completed,US,GA,2,3,2,2,5,2,"BEAVER, Oklahoma (73932)",2,,3,3,11,2,2,3,3,3,1,Appraiser,3,3,5,4,2,4,,1,,,,,4,1,2,3,4,4,3,2,1,3,2,2,1,5,5,5,4,5,4,4,5,4,4,4,5,5 +104663610,Completed,US,TN,1,3,2,1,7,1,"ROANOKE, Virginia (24031)",1,"ROANOKE, Virginia (24031)",4,3,26,2,2,4,5,3,20,Intercity bus driver,3,1,3,1,1,5,,,1,,,,1,1,2,3,4,4,3,2,1,3,3,3,1,5,4,3,3,4,5,3,5,5,3,3,5,5 +104664034,Completed,US,GA,2,4,2,2,5,6,"FRANKLIN, Tennessee (37067)",6,"FRANKLIN, Tennessee (37067)",4,1,3,2,3,4,4,2,19,After-sales service manager,4,3,3,2,1,2,1,,,,1,,3,2,1,3,4,3,2,1,4,4,2,3,1,4,2,3,2,2,3,3,4,3,3,3,3,4 +104664892,Completed,US,VA,2,5,2,1,5,1,"ROANOKE, Alabama (36274)",1,"ROANOKE, Alabama (36274)",3,3,5,1,2,4,5,2,6,Marketing manager,3,4,2,4,2,5,,,,,,1,1,1,2,3,4,4,3,1,2,3,2,2,2,3,3,3,3,3,3,,3,3,3,3,3,3 +104667091,Completed,UA,30,2,4,2,1,4,6,"FRANKLIN, Vermont (05457)",6,"FRANKLIN, Vermont (05457)",4,5,20,1,2,4,5,3,16,doctor ,3,3,4,4,2,5,1,1,,,,,4,1,4,3,2,1,2,3,4,3,1,2,2,5,4,4,4,3,4,3,5,4,3,3,3,4 +104668033,Completed,US,MI,2,3,1,3,7,1,"NEW BRUNSWICK, New Jersey (08901)",1,"NEW BRUNSWICK, New Jersey (08901)",4,3,10,1,3,5,5,3,3,operator,4,1,4,4,2,4,,,,,,1,1,1,3,2,4,4,3,2,1,2,3,3,1,4,4,4,3,4,4,4,4,4,4,4,4,4 +104668068,Completed,US,WA,1,3,1,3,7,1,"NEW BRUNSWICK, New Jersey (08901)",1,"NEW BRUNSWICK, New Jersey (08901)",4,3,10,1,3,5,5,3,3,operator,4,1,4,4,2,4,,,,,,1,1,1,2,3,4,4,3,2,1,2,3,3,1,4,4,4,3,4,4,4,4,4,4,4,4,4 +104668234,Completed,US,VA,1,3,2,1,2,1,"ROANOKE, Virginia (24050)",1,"ROANOKE, Virginia (24050)",4,2,22,2,2,4,5,2,2,Arc cutter,3,1,3,2,2,4,,,1,,,,1,2,1,3,4,4,2,3,1,3,1,3,1,5,4,3,3,4,4,3,4,3,3,3,5,5 +104668395,Completed,US,VA,1,4,2,1,7,1,"ROANOKE, Virginia (24010)",1,"ROANOKE, Virginia (24010)",5,3,23,2,2,5,5,3,15,Sports book writer,3,1,3,3,2,4,1,,,,,,1,1,2,3,4,4,3,2,1,3,2,3,1,5,5,4,,3,4,4,3,5,5,3,5,5 +104668510,Completed,US,VA,1,4,2,1,2,1,"ROANOKE, Virginia (24008)",1,"ROANOKE, Virginia (24008)",5,3,26,2,2,4,4,3,19,Intercity bus driver,3,1,1,1,1,4,,,1,,,,1,1,2,3,4,4,3,2,1,2,2,3,3,5,5,4,3,3,4,3,5,5,3,3,4,5 +104668629,Completed,US,VA,1,3,2,1,7,1,"ROANOKE, Virginia (24009)",1,"ROANOKE, Virginia (24009)",4,3,22,2,2,5,5,4,5,Electronics engineer,3,1,2,3,3,5,1,,,,,,1,1,2,3,4,4,2,3,1,2,2,3,2,5,4,3,3,4,4,3,5,5,3,3,4,5 +104668747,Completed,US,VA,1,3,2,1,7,1,"ROANOKE, Virginia (24020)",1,"ROANOKE, Virginia (24020)",5,3,12,2,2,4,4,3,1,Petroleum engineer,3,1,4,1,2,5,1,,,,,,1,1,2,3,4,4,3,2,1,2,2,3,2,5,5,3,3,4,4,3,5,5,3,3,4,5 +104668871,Completed,US,VA,1,4,2,1,7,1,"ROANOKE, Virginia (24011)",1,"ROANOKE, Virginia (24011)",5,3,16,2,2,4,5,3,15,Student services director,3,1,4,1,3,5,1,,,,,,1,1,2,3,4,4,3,2,1,2,2,3,2,5,4,3,3,4,4,3,5,5,3,3,4,5 +104669022,Completed,US,VA,1,4,2,1,7,1,"ROANOKE, Virginia (24003)",1,"ROANOKE, Virginia (24003)",5,3,23,2,2,4,5,3,13,Personnel office,3,1,2,3,2,5,1,,,,,,1,1,2,3,4,4,3,2,1,2,,3,1,5,4,3,3,4,4,3,4,4,3,3,4,5 +104669149,Completed,US,VA,1,3,2,1,7,1,"ROANOKE, Virginia (24020)",1,"ROANOKE, Virginia (24020)",5,3,28,2,3,5,5,3,8,Mail processing machine operator,3,1,2,2,2,4,1,,,,,,1,2,1,3,4,3,4,2,1,3,2,3,2,5,4,3,3,4,4,3,5,5,3,3,4,5 +104669325,Completed,US,VA,1,4,2,1,7,1,"ROANOKE, Virginia (24010)",1,"ROANOKE, Virginia (24010)",5,3,26,2,2,4,4,3,10,Information designer,3,1,2,3,2,5,1,,,,,,1,1,2,3,4,4,3,2,1,3,2,3,,5,4,3,4,4,4,3,5,5,3,3,4,5 +104669450,Completed,US,VA,2,4,2,1,7,1,"ROANOKE, Virginia (24009)",1,"ROANOKE, Virginia (24009)",5,3,15,2,2,5,5,3,9,Market research manager,3,1,3,3,2,4,1,,,,,,1,1,2,3,4,4,3,2,1,3,2,3,2,5,5,5,5,5,4,5,5,5,3,3,3,5 +104670779,Completed,US,AZ,1,4,2,1,5,4,"CRAIG, Alaska (99921)",4,"CRAIG, Alaska (99921)",3,,8,1,3,4,4,2,9,Advertising sales agent,4,3,3,2,2,3,1,,,,,,3,3,1,2,4,4,2,1,3,4,2,3,1,3,2,3,4,3,3,4,4,3,3,3,3,4 +104670985,Completed,US,,1,3,2,1,7,3,"WASHINGTON, District of Columbia (20036)",5,"WASHINGTON, District of Columbia (20036)",2,3,20,1,2,3,3,3,5,marketing,,3,4,4,2,4,1,,,,,,4,2,3,4,1,3,1,2,4,3,3,1,2,3,4,3,2,3,5,4,3,3,4,2,2,4 +104671559,Completed,US,CA,2,3,2,1,6,3,"OXNARD, California (93030)",1,"ROANOKE, Illinois (61561)",4,3,7,2,2,3,3,2,17,Sales Director,,4,3,4,3,3,1,,,,,,2,3,1,2,4,1,3,4,2,4,1,1,3,2,2,4,2,1,4,5,4,3,3,3,4,5 +104671560,Completed,US,TX,1,3,2,1,5,6,"GARLAND, Texas (75044)",2,"SALEM, Oregon (97301)",3,4,9,1,1,4,4,3,17,telemarketing,4,3,,,1,4,,,,1,,,4,2,1,3,4,4,2,1,3,3,1,1,1,2,4,2,4,5,3,4,4,2,3,4,4,5 +104671561,Completed,US,OR,1,4,2,1,6,4,"CULLODEN, Georgia (31016)",4,"CULLODEN, Georgia (31016)",3,2,10,1,2,3,3,3,3,Marketing Specialist,2,3,2,2,1,4,,,,1,1,,3,1,2,3,4,2,3,1,4,3,1,2,1,3,2,4,5,3,2,4,3,2,5,4,3,4 +104671563,Completed,US,DE,1,4,2,1,5,1,"MIDDLETOWN, Delaware (19709)",1,"ROANOKE, Illinois (61561)",1,3,15,1,2,3,4,2,16,Marketing Assistant,4,1,4,5,2,3,,1,,1,,,1,3,1,2,4,2,1,3,4,2,1,3,1,4,4,2,5,3,2,2,4,3,5,4,2,4 +104671737,Completed,DO,25,1,3,2,1,6,2,"SALEM, Massachusetts (01971)",6,,2,1,25,2,1,3,4,2,6,,1,3,2,2,2,3,1,,,,,,3,1,2,4,3,1,2,3,4,3,2,1,2,2,1,2,4,3,1,3,5,5,2,2,5,5 +104671874,Completed,US,HI,2,3,3,5,3,4,"HONOLULU, Hawaii (96836)",3,"HONOLULU, Hawaii (96836)",2,2,70,1,2,2,3,2,6,HR,3,2,4,2,2,4,,,1,1,,,2,3,2,1,4,2,4,3,1,4,2,1,1,4,4,5,5,5,4,3,3,2,2,3,5,4 +104672002,Completed,US,NY,2,4,2,1,4,4,"WOODSIDE, New York (11377)",2,"SALEM, Oregon (97301)",2,3,15,2,2,3,5,2,5,Account representative,2,2,3,2,2,4,1,,,,1,,1,3,1,2,4,3,1,2,4,3,1,2,1,3,1,4,5,4,2,3,4,4,2,3,4,5 +104672003,Completed,US,WA,2,3,2,1,5,1,"REDMOND, Washington (98052)",4,"CULLODEN, Georgia (31016)",2,3,12,1,2,4,4,2,12,Marketing,2,2,4,2,2,4,1,,,,,,4,2,1,3,4,2,1,3,4,3,1,2,1,3,3,4,5,1,2,3,3,3,4,1,5,3 +104672004,Completed,US,TN,1,3,2,1,6,4,"CULLODEN, Georgia (31016)",4,"CULLODEN, Georgia (31016)",1,1,17,1,2,3,3,3,14,Market Planning,1,4,4,3,3,3,,1,,,,,1,1,2,3,4,2,4,1,3,3,1,1,2,2,3,5,4,3,4,5,4,3,2,4,5,4 +104672005,Completed,US,GA,2,3,2,1,6,1,"ROANOKE, Illinois (61561)",1,"ROANOKE, Illinois (61561)",5,5,25,1,2,4,3,3,17,Planning,3,3,3,4,3,2,,,,1,1,,2,4,1,2,3,3,1,2,4,3,1,2,1,4,2,3,4,4,4,2,4,5,2,1,4,2 +104672006,Completed,US,MO,1,4,2,1,7,2,"SALEM, Oregon (97301)",2,"SALEM, Oregon (97301)",3,3,18,1,2,3,3,2,18,Sales Representative,3,2,2,4,3,3,1,,,,,,4,1,3,2,4,3,2,4,1,3,2,1,1,4,1,3,4,2,3,4,5,3,3,4,3,1 +104672459,Completed,IL,TA,2,3,2,3,3,3,"ROCHELLE PARK, New Jersey (07662)",3,"NAVESINK, New Jersey (07752)",2,2,3,2,2,4,4,2,5,Technical engineer,3,2,3,2,1,2,,,1,,,,2,1,2,3,4,3,1,2,4,2,2,2,2,3,2,3,3,2,3,4,4,3,3,2,2,2 +104672758,Completed,US,VA,1,3,2,1,6,1,"GREENHURST, New York (14742)",1,"GREENHURST, New York (14742)",3,3,21,1,2,4,4,2,8,Pharmaceutical Sales,3,3,3,5,1,3,,1,,,,,1,2,1,3,4,3,1,2,4,4,2,1,3,2,1,5,3,2,4,4,3,2,2,4,4,5 +104672759,Completed,US,TX,1,4,2,1,5,2,"SALEM, Oregon (97301)",2,"SALEM, Oregon (97301)",3,3,18,1,2,3,3,2,8,"Distribution Management,",2,3,4,4,1,4,1,,,,,,2,2,1,3,4,1,2,3,4,1,1,2,1,1,2,4,3,2,3,5,4,4,1,2,3,4 +104672760,Completed,US,NY,1,2,2,1,4,1,"ROANOKE, Illinois (61561)",1,"ROANOKE, Illinois (61561)",3,3,26,2,2,3,3,2,16,/PR Marketing ,2,3,2,5,2,4,,,,1,,,1,2,4,3,1,3,1,2,4,2,1,1,2,2,1,3,4,2,3,5,4,3,5,5,4,2 +104672761,Completed,UA,14,2,4,2,1,4,6,"BRENTWOOD, Tennessee (37027)",6,"BRENTWOOD, Tennessee (37027)",3,3,25,1,2,3,3,3,8,Market Research and analysis Marketing,3,3,3,5,3,2,,,1,1,,,3,2,1,3,4,3,1,2,4,3,2,2,1,1,3,4,4,2,4,5,1,2,3,5,4,4 +104672762,Completed,US,WA,2,3,2,1,5,6,"FRANKLIN, Tennessee (37068)",6,"FRANKLIN, Tennessee (37068)",3,4,24,1,1,3,3,3,14,Specialist,3,4,2,2,2,2,1,,,1,,,1,1,3,2,4,2,1,3,4,3,2,3,1,2,3,2,2,4,4,2,5,1,2,4,2,2 +104672801,Completed,US,HI,2,4,2,1,5,2,"SALEM, Oregon (97301)",2,"SALEM, Oregon (97301)",4,3,12,1,3,5,5,2,16,,4,2,4,2,1,1,,1,1,,,,1,3,1,2,4,4,3,1,2,3,2,3,1,4,2,4,4,2,4,4,4,4,3,3,3,4 +104674709,Completed,US,HI,2,3,4,5,3,5,,2,"HONOLULU, Hawaii (96836)",3,2,96,1,2,4,2,2,5,RH,3,2,4,4,2,4,,1,,1,1,,2,3,2,1,4,4,2,3,1,4,2,1,1,4,2,3,4,4,5,3,2,2,1,1,3,1 +104675676,Completed,US,NC,2,3,1,3,7,1,"NEW BRUNSWICK, New Jersey (08901)",1,"NEW BRUNSWICK, New Jersey (08901)",4,3,30,1,3,5,5,3,3,operator,4,2,4,2,2,4,1,,,,,,2,1,2,3,4,4,2,3,1,2,3,3,1,4,4,4,4,4,4,4,4,4,4,4,4,4 +104675705,Completed,US,MN,1,3,1,3,7,1,"NEW BRUNSWICK, New Jersey (08901)",1,"NEW BRUNSWICK, New Jersey (08901)",4,3,30,1,3,5,5,3,3,operator,4,1,4,4,3,4,,,,,,1,1,1,2,3,4,4,3,2,1,2,3,3,1,4,4,4,4,4,4,4,4,4,4,4,4,4 +104678172,Completed,US,FL,1,3,2,1,5,6,"FRANKLIN, Tennessee (37067)",6,"FRANKLIN, Tennessee (37067)",2,2,20,1,2,3,4,3,6,service,,3,2,4,2,4,,1,1,,,,3,3,1,2,4,3,1,2,4,2,2,2,2,3,2,3,3,3,2,2,5,3,2,2,2,3 +104679851,Completed,US,NH,1,2,1,1,7,1,"ROANOKE, Virginia (24013)",1,"BENT MOUNTAIN, Virginia (24059)",3,3,5,1,3,3,5,2,11,manager,4,2,1,4,2,5,1,,,,,,1,1,2,3,4,2,3,1,4,5,2,3,1,5,3,4,4,5,5,5,5,5,2,4,5,5 +104681663,Completed,US,IL,1,3,2,1,8,1,"ROANOKE, Virginia (24013)",1,"BENT MOUNTAIN, Virginia (24059)",3,2,11,1,3,3,5,1,15,teacher,4,2,2,3,1,5,1,,,,,,1,1,2,3,4,2,3,4,1,2,3,3,1,5,2,2,5,5,5,2,5,2,2,5,5,5 +104691794,Completed,US,FL,1,3,2,2,6,1,"ROANOKE, Alabama (36274)",1,"ROANOKE, Virginia (24011)",5,3,6,1,3,4,5,3,10,risk management,1,3,5,4,2,3,1,,,,,,4,2,1,3,4,4,1,3,2,3,2,2,2,5,3,4,4,3,4,2,5,4,5,4,3,5 +104721615,Completed,US,FL,2,4,2,2,3,3,"ROANOKE, Virginia (24018)",3,"ROANOKE, Virginia (24018)",3,2,5,2,3,3,3,2,7,salesman,4,2,3,2,2,2,,1,1,,,,4,3,1,2,4,4,2,1,3,3,2,3,2,3,2,3,3,3,4,3,4,4,3,3,3,4 +104721703,Completed,PS,,2,3,1,1,5,1,,1,,3,1,0,1,2,2,3,2,9,safety engineer,1,1,2,4,2,4,,,,,1,,1,2,1,3,4,3,1,2,4,2,2,3,1,4,3,4,3,4,4,3,4,4,3,3,3,3 +104723392,Completed,PE,LMA,1,5,2,1,5,1,"ROANOKE, Virginia (24018)",1,"ROANOKE, Virginia (24018)",4,4,6,2,2,4,5,2,5,administrator,3,3,2,2,2,4,1,,,,,,4,2,1,3,4,2,1,3,4,3,2,2,2,4,4,4,4,4,4,4,4,4,4,4,4,4 +104724426,Completed,US,NC,2,4,4,2,3,3,"ROANOKE, Virginia (24018)",3,"ROANOKE, Virginia (24018)",4,2,12,2,1,1,2,2,5,Paper coating machine operator,4,2,3,1,1,1,1,1,,,,,1,2,1,3,4,4,2,1,3,4,2,3,1,3,2,3,1,2,3,3,3,4,3,3,3,4 +104733218,Completed,US,NY,2,3,1,3,7,1,"VIRGINIA BEACH, Virginia (23452)",1,"VIRGINIA BEACH, Virginia (23452)",4,3,30,1,3,5,5,3,3,operator,4,2,4,3,2,4,1,,,,,,1,1,2,3,4,4,3,2,1,2,3,3,1,4,4,4,4,4,4,4,4,4,4,4,4,4 +104733220,Completed,US,PA,2,3,1,3,7,1,"NEW BRUNSWICK, New Jersey (08901)",1,"NEW BRUNSWICK, New Jersey (08901)",4,3,30,1,3,5,5,3,3,operator,4,1,4,3,2,4,1,,,,,,1,1,2,3,4,4,3,2,1,2,3,3,1,4,4,4,4,4,4,4,4,4,4,4,4,4 +104756558,Completed,US,GA,1,6,2,1,5,1,"ROANOKE, Virginia (24018)",1,"ROANOKE, Virginia (24018)",4,3,8,2,2,4,5,2,4,Construction engineer,3,3,3,2,2,4,1,,,,,,3,2,1,3,4,2,1,3,4,4,1,1,2,3,3,3,3,3,3,3,3,3,3,3,3,3 +104759206,Completed,US,NY,1,3,2,1,8,6,"NASHVILLE, North Carolina (27856)",6,"NASHVILLE, North Carolina (27856)",2,3,5,1,2,3,3,3,3,Sales Representative,2,1,4,4,2,4,,1,,,,,1,3,2,4,1,1,2,3,4,4,2,,1,4,3,3,5,4,4,2,1,2,3,4,3,5 +104759890,Completed,US,NY,1,2,2,1,7,6,"NASHVILLE, North Carolina (27856)",6,"NASHVILLE, North Carolina (27856)",,,20,1,2,,,3,,,,,4,4,2,4,,,1,,,,1,3,2,1,4,2,1,3,4,4,2,,1,4,5,5,5,5,5,3,2,5,4,3,2,2 +104759891,Completed,US,NY,1,3,,8,,,"NASHVILLE, North Carolina (27856)",,"NASHVILLE, North Carolina (27856)",,,15,1,2,,,,,Accounting Clerk,2,1,4,4,2,4,1,,,,,,1,2,1,4,3,4,1,3,2,4,2,,1,4,1,5,1,4,4,4,4,4,1,3,2,3 +104759892,Completed,US,NY,2,3,,8,,,"NASHVILLE, North Carolina (27856)",,"NASHVILLE, North Carolina (27856)",,,5,1,2,,,,7,Sales Representative,2,1,4,4,2,4,,,1,,,,1,4,2,3,1,2,1,4,3,4,2,,1,1,3,2,2,4,4,4,4,4,1,3,3,3 +104760075,Completed,US,NY,2,3,,8,,,"NASHVILLE, North Carolina (27856)",,"NASHVILLE, North Carolina (27856)",,,5,1,2,,,,7,Human Resources Manager,2,1,,,,,,,,,,,1,2,1,3,4,2,4,1,3,4,2,,1,2,2,1,2,2,1,4,4,1,5,5,2,3 +104760076,Completed,US,NY,2,3,,8,,,"NASHVILLE, North Carolina (27856)",,"NASHVILLE, North Carolina (27856)",,,5,1,2,,,,7,Human Resources Manager,2,1,,,,,,,,,,,1,4,2,1,3,4,1,2,3,4,2,,1,1,1,5,5,5,2,5,2,5,1,2,1,4 +104760077,Completed,US,NY,2,3,,8,,,"NASHVILLE, North Carolina (27856)",,"NASHVILLE, North Carolina (27856)",,,5,1,2,,,,9,Marketing Coordinator,2,1,,,,,,,,,,,1,2,1,3,4,4,2,3,1,4,2,,1,3,2,3,1,3,2,4,2,2,1,1,1,4 +104760078,Completed,US,PA,2,3,,8,,,"NASHVILLE, North Carolina (27856)",,"NASHVILLE, North Carolina (27856)",,,15,1,2,,,,,Human Resources Manager,2,1,,,,,,,,,,,1,4,1,3,2,2,4,1,3,4,2,,1,4,3,1,4,4,5,4,2,3,2,1,2,4 +104760079,Completed,US,NY,2,3,,8,,,"NASHVILLE, North Carolina (27856)",,"NASHVILLE, North Carolina (27856)",,,15,1,2,,,,7,Accounting Clerk,2,1,,,,,,,,,,,1,1,3,2,4,2,1,4,3,4,2,,1,2,3,2,5,5,1,1,5,2,4,2,1,3 +104760080,Completed,US,NY,2,3,,8,,,"NASHVILLE, North Carolina (27856)",,"NASHVILLE, North Carolina (27856)",,,50,1,2,,,,,Administrative Assistant,2,1,,,,,,,,,,,1,2,1,4,3,2,1,3,4,4,2,,1,2,5,4,5,2,5,3,1,2,4,2,2,1 +104760234,Completed,US,NY,1,3,,8,,,"NASHVILLE, North Carolina (27856)",,"NASHVILLE, North Carolina (27856)",,,50,1,2,,,,9,Customer Service Specialist,2,1,,,,,,,,,,,1,4,2,3,1,2,4,3,1,4,2,,1,3,1,4,2,4,2,1,4,1,1,4,3,1 +104760235,Completed,US,NY,1,3,,8,,,"NASHVILLE, North Carolina (27856)",,"NASHVILLE, North Carolina (27856)",,,5,1,2,,,,7,Operations Manager,2,1,,,,,,,,,,,1,2,1,4,3,1,4,2,3,4,2,,1,3,3,2,1,2,2,3,3,5,2,4,5,5 +104760236,Completed,US,NY,1,3,,8,,,"NASHVILLE, North Carolina (27856)",,"NASHVILLE, North Carolina (27856)",,,50,1,2,,,,7,Accounting Clerk,2,1,,,,,,,,,,,1,1,2,3,4,4,2,3,1,4,2,,1,1,4,1,3,3,1,1,4,5,2,1,1,4 +104760237,Completed,US,NY,1,3,,8,,,"NASHVILLE, North Carolina (27856)",,"NASHVILLE, North Carolina (27856)",,,20,1,2,,,,,Administrative Assistant,2,1,4,4,2,4,,1,,,,,1,2,1,4,3,4,1,2,3,4,2,,1,4,4,4,2,4,1,2,2,2,5,5,2,3 +104760238,Completed,US,NY,1,3,,8,,,"NASHVILLE, North Carolina (27856)",,"NASHVILLE, North Carolina (27856)",,,50,1,2,,,,9,Customer Service Specialist,2,1,,,,,,,,,,,1,1,3,4,2,4,2,1,3,4,2,,1,2,1,4,5,1,1,2,5,1,2,1,2,2 +104760239,Completed,US,NJ,1,3,,8,,,"NASHVILLE, North Carolina (27856)",,"NASHVILLE, North Carolina (27856)",,,5,1,2,,,,,Accounting Clerk,2,1,4,4,2,4,,,1,,,,1,1,4,2,3,2,3,1,4,4,2,,1,2,3,1,5,2,5,3,4,2,3,1,5,3 +104760240,Completed,US,NY,1,3,,8,,,"NASHVILLE, North Carolina (27856)",,"NASHVILLE, North Carolina (27856)",,,15,1,2,,,,,Customer Service Specialist,2,1,4,4,2,4,,,1,,,,1,4,3,2,1,4,1,3,2,4,2,,1,5,3,5,1,3,2,4,4,4,2,5,2,4 +104760241,Completed,US,NY,2,2,2,3,,,"NASHVILLE, North Carolina (27856)",,"NASHVILLE, North Carolina (27856)",,,15,1,2,,,,,Operations Manager,2,1,4,4,2,4,1,,,,,,1,2,4,3,1,3,2,4,1,4,2,,1,4,2,3,4,3,2,3,1,5,5,4,5,4 +104760242,Completed,US,NY,2,3,2,3,,,"NASHVILLE, North Carolina (27856)",,,,,5,1,2,,,,,,,,4,4,2,4,1,,,,,,1,1,3,4,2,1,2,4,3,4,2,,1,4,5,5,4,4,2,2,3,5,4,2,1,2 +104760243,Completed,US,NY,,,,,,,,,,,,,,,,,,,Customer Service Specialist,2,1,4,4,2,4,,1,,,,,1,3,1,2,4,4,1,3,2,4,2,,1,2,4,2,2,3,5,5,2,4,5,4,5,5 +104760472,Completed,US,NY,1,3,,8,,,"NASHVILLE, North Carolina (27856)",,"NASHVILLE, North Carolina (27856)",,,15,1,2,,,,7,Human Resources Manager,2,1,,,,,,,,,,,1,3,2,1,4,2,4,3,1,4,2,,1,4,3,1,3,5,5,4,4,2,4,4,2,2 +104760473,Completed,US,NY,1,3,,8,,,"NASHVILLE, North Carolina (27856)",,"NASHVILLE, North Carolina (27856)",,,50,1,2,,,,,Customer Service Specialist,2,1,4,4,2,4,,,,1,,,1,1,4,2,3,1,4,3,2,4,2,,1,4,2,4,5,2,4,1,5,2,4,3,3,4 +104760474,Completed,US,NJ,1,3,,8,,,"NASHVILLE, North Carolina (27856)",,"NASHVILLE, North Carolina (27856)",,,15,1,2,,,,7,Customer Service Specialist,2,1,,,,,,,,,,,1,1,3,4,2,2,4,3,1,4,2,,1,4,5,1,5,1,3,3,3,1,4,4,4,5 +104760475,Completed,US,NY,1,3,,8,,,"NASHVILLE, North Carolina (27856)",,"NASHVILLE, North Carolina (27856)",,,5,1,2,,,,9,Human Resources Manager,2,1,,,,,,,,,,,1,4,1,3,2,3,4,1,2,4,2,,1,2,2,4,4,3,5,3,4,3,4,2,1,2 +104760476,Completed,US,NY,1,3,,8,,,"NASHVILLE, North Carolina (27856)",,"NASHVILLE, North Carolina (27856)",,,15,1,2,,,,,Administrative Assistant,2,1,4,4,2,4,,,1,,,,1,3,4,2,1,4,1,2,3,4,2,,1,2,4,5,5,4,5,3,2,3,1,3,1,5 +104760477,Completed,US,GA,2,3,,8,,,"NASHVILLE, North Carolina (27856)",,"NASHVILLE, North Carolina (27856)",,,15,1,2,,,,7,Customer Service Specialist,2,1,,,,,,,,,,,1,2,4,3,1,1,3,4,2,4,2,,1,5,3,1,1,4,2,1,5,2,5,5,2,4 +104760478,Completed,US,NY,2,3,,8,,,"NASHVILLE, North Carolina (27856)",,"NASHVILLE, North Carolina (27856)",,,20,1,2,,,,,Sales Representative,2,1,4,4,2,4,1,,,,,,1,1,3,2,4,1,3,2,4,4,2,,1,2,3,4,3,1,1,5,3,1,5,5,1,2 +104760479,Completed,US,NY,1,3,,8,,,"NASHVILLE, North Carolina (27856)",,"NASHVILLE, North Carolina (27856)",,,5,1,2,,,,9,Administrative Assistant,2,1,4,4,2,4,1,,,,,,1,4,1,2,3,1,2,3,4,4,2,,1,1,4,1,3,1,1,2,1,3,5,3,5,4 +104760480,Completed,US,NY,2,3,,8,,,"NASHVILLE, North Carolina (27856)",,"NASHVILLE, North Carolina (27856)",,,20,1,2,,,,7,Operations Manager,2,1,4,4,2,4,,,,1,,,1,1,2,4,3,3,4,1,2,4,2,,1,3,1,3,3,1,3,3,3,3,1,2,2,5 +104760481,Completed,US,NY,2,3,,8,,,"NASHVILLE, North Carolina (27856)",,"NASHVILLE, North Carolina (27856)",,,5,1,2,,,,9,Human Resources Manager,2,1,4,4,2,4,,,,,1,,1,1,4,2,3,3,1,2,4,4,2,,1,1,2,2,5,2,3,1,3,3,2,3,4,4 +104792240,Completed,US,PA,2,5,2,1,5,1,"ROANOKE, Virginia (24018)",1,"ROANOKE, Virginia (24018)",4,3,8,1,2,5,5,2,10,Sales manager,4,4,3,3,2,4,1,,,,,,4,3,1,2,4,3,1,2,4,3,1,1,2,4,4,4,4,4,4,4,4,4,4,4,4,4 +104838906,Completed,US,NJ,1,4,2,1,5,1,"ROANOKE, Virginia (24020)",1,"ROANOKE, Virginia (24020)",4,4,5,1,3,5,5,2,5,administrator,3,3,3,2,3,4,,,,1,,,4,2,1,3,4,2,1,3,4,3,2,2,2,4,4,4,4,4,4,4,4,4,4,4,4,4 +104883690,Completed,US,VA,1,4,2,1,1,4,"VINITA, Oklahoma (74301)",4,"VINITA, Oklahoma (74301)",4,3,6,2,2,4,5,2,4,Workers,4,3,4,2,2,3,1,,,,,,3,3,4,2,1,1,2,3,4,4,2,2,2,4,5,5,5,4,5,4,5,4,5,4,4,5 +104884501,Completed,US,VA,2,3,2,1,2,1,"ROANOKE, Virginia (24003)",1,"ROANOKE, Virginia (24003)",4,3,10,1,2,4,5,3,10,Manager,4,3,4,3,3,5,1,,,,,,1,3,1,2,4,4,3,2,1,2,2,2,2,5,4,5,5,5,4,5,5,4,5,4,5,5 +104884918,Completed,US,VA,1,4,2,1,2,1,"ROANOKE, Virginia (24004)",1,"ROANOKE, Virginia (24004)",5,4,12,1,2,4,5,3,13,Manager,4,3,5,4,2,5,1,,,,,,4,1,2,3,4,3,4,1,2,2,2,2,2,4,5,5,5,4,5,5,5,5,5,4,5,5 +104885251,Completed,US,TX,1,4,2,1,2,1,"ROANOKE, Virginia (24003)",1,"ROANOKE, Virginia (24003)",5,4,15,1,2,4,5,3,15,Teacher,4,3,4,3,2,5,1,,,,,,1,2,1,3,4,2,3,1,4,2,2,3,1,5,4,5,4,5,5,5,5,5,5,4,5,5 +104885601,Completed,US,VA,1,4,2,1,2,1,"ROANOKE, Virginia (24003)",1,"ROANOKE, Virginia (24003)",4,4,9,1,2,4,5,3,13,Manager,4,4,5,4,3,5,1,,,,,,1,1,3,4,2,2,1,3,4,2,2,3,1,5,4,5,5,4,4,5,5,5,5,5,5,5 +104885822,Completed,US,TX,1,4,2,1,2,1,"ROANOKE, Virginia (24003)",1,"ROANOKE, Virginia (24003)",4,4,8,1,2,4,5,3,13,Manager,3,3,4,3,2,5,1,,,,,,1,1,2,4,3,4,2,1,3,2,2,3,1,5,5,4,5,4,4,5,5,5,5,4,5,5 +104885999,Completed,US,VA,1,4,2,1,2,1,"ROANOKE, Virginia (24003)",1,"ROANOKE, Virginia (24003)",3,3,9,2,2,4,5,3,10,Manager,3,4,4,4,3,5,1,,,,,,1,1,3,2,4,3,4,2,1,3,2,3,1,5,4,5,5,4,4,5,5,5,5,5,5,5 +104886183,Completed,US,TX,1,3,2,1,2,1,"ROANOKE, Virginia (24003)",1,"ROANOKE, Virginia (24003)",4,3,7,2,2,4,5,2,7, Salesman,4,3,5,3,2,5,,,1,,,,1,4,1,3,2,4,3,1,2,3,2,3,1,5,4,5,5,5,5,4,5,5,5,5,4,5 +104886323,Completed,US,TX,1,4,4,1,2,1,"ROANOKE, Virginia (24002)",1,"ROANOKE, Virginia (24003)",4,3,8,2,1,2,4,3,4,Designers,3,4,4,4,3,5,1,,,,,,1,1,2,3,4,4,2,3,1,3,2,3,1,5,5,4,5,4,4,4,5,4,5,5,5,5 +104886465,Completed,US,TX,1,3,2,1,2,1,"ROANOKE, Virginia (24001)",1,"ROANOKE, Virginia (24004)",5,4,12,1,2,4,5,3,4,Designers,3,4,4,4,3,5,,,,,,1,1,1,3,4,2,2,4,3,1,1,2,3,1,4,4,4,5,4,4,5,5,5,5,5,4,5 +104886595,Completed,US,VA,1,3,1,1,2,1,"ROANOKE, Virginia (24002)",1,"ROANOKE, Virginia (24004)",4,4,12,2,2,4,5,2,12,Technical Trainees,3,4,5,3,3,5,,,1,,,,1,3,2,1,4,4,3,1,2,2,2,3,1,4,4,4,4,4,5,5,5,5,5,4,4,5 +104886771,Completed,US,TX,1,3,2,1,2,1,"ROANOKE, Virginia (24003)",1,"ROANOKE, Virginia (24001)",4,4,10,2,2,3,5,3,10,Manager,4,4,4,3,3,5,1,,,,,,1,3,4,2,1,3,4,1,2,2,2,3,1,5,4,4,5,4,4,5,5,5,4,5,5,5 +104886893,Completed,US,VA,1,2,1,1,2,1,"ROANOKE, Virginia (24005)",1,"ROANOKE, Virginia (24001)",4,3,13,2,2,4,5,1,10, Interns,3,3,5,3,2,5,,,1,,,,1,3,4,1,2,4,3,2,1,2,2,3,1,5,4,4,4,5,4,5,4,4,4,5,5,5 +104887063,Completed,US,TX,1,3,2,1,2,1,"ROANOKE, Virginia (24006)",1,"ROANOKE, Virginia (24001)",4,3,14,2,2,,5,2,13,Section Chief,4,3,4,3,2,5,1,,,,,,1,2,1,3,4,3,2,1,4,2,2,3,1,5,4,4,5,4,4,5,5,5,4,5,5,5 +104887165,Completed,US,TX,1,3,2,1,2,1,"ROANOKE, Virginia (24006)",1,"ROANOKE, Virginia (24001)",4,4,15,2,2,4,5,3,10,Manager,4,4,4,3,3,5,1,,,,,,1,1,4,3,2,3,4,2,1,2,2,3,1,5,4,4,5,4,4,4,5,4,5,5,4,5 +104887287,Completed,US,VA,1,4,2,1,2,1,"ROANOKE, Virginia (24007)",1,"ROANOKE, Virginia (24001)",4,3,16,2,2,3,5,3,10,Manager,4,4,5,4,3,5,1,,,,,,1,1,3,2,4,3,4,2,1,2,2,3,1,5,4,4,5,4,4,5,5,5,5,4,4,5 +104887414,Completed,US,TX,1,4,2,1,2,1,"ROANOKE, Virginia (24005)",1,"ROANOKE, Virginia (24001)",4,3,9,2,2,4,5,3,4,Designers,3,4,4,4,3,5,1,,,,,,1,2,1,3,4,4,3,1,2,2,2,3,1,5,5,4,5,4,4,4,5,4,5,4,5,5 +104892179,Completed,US,,2,3,2,1,7,2,"GLENDALE, Arizona (85301)",3,"GLENDALE, Arizona (85301)",3,1,5,2,2,2,3,2,15,The writer,4,1,3,3,2,5,,,1,,,,1,0,0,2,0,0,1,2,0,3,2,2,2,2,2,3,3,2,3,3,3,2,2,3,3,3 +104905502,Completed,US,VA,1,4,2,1,2,1,"ROANOKE, Virginia (24006)",1,"ROANOKE, Virginia (24001)",4,4,13,1,2,4,5,3,13,Manager,3,4,4,4,3,5,1,,,,,,1,2,1,4,3,4,3,1,2,1,2,3,1,5,5,5,5,4,4,4,5,4,5,4,5,5 +104905977,Completed,US,VA,1,4,2,1,2,1,"ROANOKE, Virginia (24008)",1,"ROANOKE, Virginia (24002)",4,4,16,1,2,3,4,3,13,Director,3,4,4,4,3,5,1,,,,,,1,1,3,2,4,3,4,1,2,1,2,2,2,5,5,5,5,5,4,4,5,4,4,4,5,5 +104906266,Completed,US,TX,1,3,2,1,2,1,"ROANOKE, Virginia (24008)",1,"ROANOKE, Virginia (24002)",4,4,17,1,2,4,5,3,5,Designer Director,3,4,4,5,3,5,1,,,,,,1,1,3,2,4,3,2,1,4,1,2,2,2,5,5,5,5,5,4,4,5,4,4,4,4,5 +104906680,Completed,US,VA,1,2,1,1,5,1,"ROANOKE, Virginia (24008)",1,"ROANOKE, Virginia (24003)",4,3,16,2,2,4,5,2,16,Interns,3,3,4,3,2,5,,,1,,,,1,4,2,1,3,4,2,3,1,2,2,3,1,5,4,5,4,4,5,4,5,5,5,4,4,5 +104906996,Completed,LT,,1,3,2,1,2,1,"ROANOKE, Virginia (24008)",1,"ROANOKE, Virginia (24001)",4,4,17,1,2,3,4,3,4,Designers,3,4,4,4,3,5,1,,,,,,1,4,1,2,3,4,2,1,3,1,2,3,1,5,4,4,5,5,4,4,5,4,4,4,4,5 +104907277,Completed,LT,,1,3,2,1,2,1,"ROANOKE, Virginia (24009)",1,"ROANOKE, Virginia (24001)",4,4,18,1,2,3,4,3,13,Supervisor,4,3,4,3,2,5,1,,,,,,1,3,1,2,4,4,3,1,2,2,2,2,2,5,4,4,5,5,4,4,5,4,5,4,5,5 +104907667,Completed,US,TX,1,4,2,1,2,1,"ROANOKE, Virginia (24006)",1,"ROANOKE, Virginia (24001)",4,4,10,1,2,4,5,3,10,Director,3,4,4,4,3,5,1,,,,,,1,2,1,3,4,3,2,1,4,1,2,2,2,5,5,5,5,5,4,4,5,4,4,4,5,5 +104946836,Completed,US,FL,2,5,2,1,5,1,"ROANOKE, Virginia (24018)",1,"ROANOKE, Virginia (24018)",,4,8,1,3,5,5,3,6,MANAGER,3,4,3,4,2,4,1,,,,,,4,1,2,3,4,1,2,3,4,3,1,1,2,4,4,4,4,4,4,4,4,4,4,4,4,4 +105000158,Completed,US,CT,2,4,2,1,5,1,,1,,3,3,6,2,2,4,5,2,7,Sales manager,4,3,3,2,2,4,,,,1,,,3,2,1,3,4,2,1,3,4,3,,1,2,4,4,4,4,4,4,4,4,4,4,4,4,4 +105044740,Completed,US,NY,1,3,2,1,5,1,"LANSING, Michigan (48933)",1,"LANSING, Michigan (48933)",4,3,15,1,2,3,3,3,2,Land acquisition specialist,3,4,4,4,2,5,1,,,,,,2,2,1,4,3,1,2,3,4,3,2,2,2,2,3,5,3,3,1,2,2,3,4,4,3,5 +105075980,Completed,JO,AM,2,4,1,1,8,3,"BOONES MILL, Virginia (24065)",1,"ROANOKE, Virginia (24016)",5,5,12,2,2,2,3,2,15,Instructor,2,3,4,3,2,3,,1,1,1,1,,3,2,1,3,4,4,1,2,3,3,1,1,2,2,3,5,4,4,4,5,5,4,5,3,3,3 +105096298,Completed,US,PA,2,5,2,1,3,4,"ROANOKE, Virginia (24018)",4,"ROANOKE, Virginia (24018)",4,4,8,1,2,5,5,2,4,Building engineer,3,3,3,2,2,4,1,,,,,,4,3,2,1,4,3,2,1,4,3,2,2,2,4,1,4,4,4,4,1,2,2,2,1,3,3 +105096351,Completed,US,VA,1,4,2,1,6,3,"ROANOKE, Virginia (24009)",1,"ROANOKE, Virginia (24012)",3,3,4,2,2,4,5,2,13,data analyst,,3,4,5,2,5,1,,1,1,,,4,1,3,2,4,3,2,1,4,3,2,3,1,5,3,5,5,5,4,5,5,5,5,4,5,5 +105099120,Completed,PS,JEN,1,4,2,3,5,1,"ROANOKE, Virginia (24018)",2,"ROANOKE, Virginia (24157)",2,3,10,1,2,3,3,2,5,,3,2,4,3,2,4,,1,,,,,1,1,2,3,4,1,2,3,4,2,1,1,2,5,4,5,1,1,5,4,5,5,5,3,4,5 +105099639,Completed,US,VA,2,3,1,5,3,1,"ROANOKE, Virginia (24038)",1,"ROANOKE, Virginia (24050)",2,3,5.3,2,2,3,3,2,7,,3,3,2,4,2,4,,,1,,,,4,1,2,4,3,2,1,3,4,3,1,2,1,4,4,4,5,4,5,5,4,3,3,3,4,4 +105099772,Completed,US,,2,3,2,2,2,6,"BASSETT, Virginia (24055)",6,"HENRY, Virginia (24102)",2,2,3.6,2,2,3,5,2,9,,3,1,2,4,2,5,,,1,,,,1,3,4,1,2,3,4,1,2,2,2,2,1,4,4,5,4,4,5,5,4,5,5,4,4,5 +105100021,Completed,IR,,1,3,1,5,2,6,"ROCKY MOUNT, Virginia (24151)",6,"UNION HALL, Virginia (24176)",3,2,5,1,2,3,3,2,3,,3,2,2,3,2,5,,,1,,,,2,1,2,4,3,3,2,1,4,1,2,3,2,4,4,5,5,4,4,5,5,4,4,4,4,5 +105100157,Completed,US,VA,1,4,2,3,3,1,"ROANOKE, Virginia (24016)",1,"ROANOKE, Virginia (24028)",3,2,2.9,2,2,2,3,2,6,,3,2,2,2,2,5,,,1,,,,2,3,4,1,2,2,3,1,4,2,2,3,1,5,5,5,4,4,5,5,4,4,3,3,4,4 +105100274,Completed,US,VA,2,3,2,1,3,1,"ROANOKE, Virginia (24157)",1,"ROANOKE, Virginia (24050)",3,3,4.3,2,2,3,3,2,4,,3,3,2,3,2,4,1,,,,,,3,2,1,3,4,3,1,2,4,1,1,2,2,5,4,4,5,5,5,4,4,3,3,4,5,4 +105127854,Completed,US,IN,1,3,1,1,5,1,"ROANOKE, Virginia (24028)",1,"ROANOKE, Virginia (24022)",2,2,2,1,2,3,4,2,10,Sales Assistant,3,3,2,3,2,3,,,,,1,,4,2,1,3,4,3,2,1,4,1,2,1,2,2,4,2,3,3,4,2,3,3,4,2,2,4 +105132090,Completed,PS,NBS,2,5,2,1,2,3,"ROANOKE, Virginia (24008)",3,"ROANOKE, Virginia (24004)",4,1,8,1,3,4,5,3,16,Trainer,3,2,4,2,1,2,1,,,,,,3,2,1,3,4,4,2,1,3,3,2,2,3,2,3,3,4,2,3,4,4,3,4,3,2,2 +105132763,Completed,PS,,2,3,1,1,6,5,"TROUTVILLE, Virginia (24175)",5,"DALEVILLE, Virginia (24083)",3,3,5,1,2,3,3,2,6,Accounting supervisor,2,1,1,5,3,4,,,1,,,,1,4,2,1,3,3,4,2,1,2,2,3,1,2,2,3,2,4,5,4,2,2,1,3,4,4 +105133561,Completed,UA,30,1,3,4,1,5,6,"MONETA, Virginia (24121)",6,"REDWOOD, Virginia (24146)",3,3,4,1,1,1,2,1,7,Cashier,2,2,4,1,1,2,,,,1,,,3,2,1,4,3,1,3,2,4,3,3,2,2,2,3,3,2,4,4,2,3,3,2,4,5,4 +105134100,Completed,US,VA,2,2,1,1,2,1,"ROANOKE, Virginia (24033)",1,"ROANOKE, Virginia (24007)",1,2,9,2,1,1,2,2,15,Teacher,3,3,4,3,2,4,,,1,,,,4,3,1,4,2,2,4,1,3,2,2,3,2,4,2,2,3,5,2,3,2,4,4,2,3,5 +105146568,Completed,US,,2,3,2,1,3,1,"SANTA CRUZ, California (95060)",1,"SANTA CRUZ, California (95060)",4,3,20,1,2,3,3,2,5,财务,4,2,4,2,2,4,1,,,,,,3,0,1,0,0,1,0,0,0,2,3,3,1,2,3,3,4,4,3,4,5,4,3,5,3,4 +105195448,Completed,US,MI,2,5,,1,4,1,"ROANOKE, Virginia (24018)",1,"ROANOKE, Virginia (24018)",3,3,8,1,2,5,5,2,4,carpenter,4,3,3,3,1,2,,,,1,,,3,3,2,1,4,3,2,1,4,3,2,2,2,4,1,4,4,2,4,2,2,3,2,1,3,4 +105288248,Completed,US,NY,1,5,4,1,3,4,"ROANOKE, Virginia (24018)",4,"ROANOKE, Virginia (24018)",3,3,8,2,2,4,5,2,6,Sales manager,4,3,3,4,2,4,1,,,,,,4,2,1,3,4,2,1,3,4,2,3,3,2,5,3,4,4,4,4,3,2,2,2,3,3,4 +105302346,Completed,US,IL,2,5,2,1,3,1,"ROANOKE, Virginia (24018)",1,"ROANOKE, Virginia (24018)",4,3,5,2,2,5,5,3,6,Sales director,4,3,3,4,2,4,,,,1,,,3,3,1,2,4,3,1,2,4,3,1,2,2,5,2,4,2,2,4,3,3,2,2,2,2,4 +105486532,Completed,US,MD,2,4,2,1,2,3,"ROANOKE, Virginia (24018)",3,"ROANOKE, Virginia (24018)",3,3,5,2,2,4,5,2,17,Be in charge,3,2,4,2,1,3,,,1,,,,3,1,2,3,4,1,2,3,4,4,1,1,2,5,4,4,4,2,2,2,2,3,2,2,2,2 +105541210,Completed,US,TX,2,6,2,1,3,4,"ROANOKE, Virginia (24019)",4,"ROANOKE, Virginia (24019)",4,3,7,2,3,5,5,2,18,Hotel manager,4,3,4,2,2,3,1,,,,,,3,1,2,3,4,1,2,3,4,4,1,1,2,5,5,4,4,3,3,3,3,3,3,2,2,2 +105806248,Completed,US,AZ,2,4,2,1,2,3,"ROANOKE, Virginia (24018)",3,"ROANOKE, Virginia (24018)",4,3,6,1,2,5,5,3,3,Department manager,1,1,2,3,2,4,1,,,,,,2,0,2,3,4,1,2,3,4,3,1,1,3,5,5,5,4,4,4,3,3,3,3,3,3,3 +105899456,Completed,US,AL,1,3,2,1,2,2,"IRVINGTON, New Jersey (07111)",1,"IRVINGTON, New Jersey (07111)",3,2,10,1,2,1,2,2,,Terminal controller,1,2,2,2,2,4,,1,,,,,2,1,2,3,4,2,1,3,4,3,2,2,2,2,3,4,4,5,4,3,3,2,4,5,4,3 +106022553,Completed,US,DE,2,3,1,1,6,3,"ROANOKE, Virginia (24155)",1,"ROANOKE, Virginia (24033)",5,5,13,1,2,2,4,2,15,Academic advisor,2,3,2,3,2,5,1,,,,,,4,1,3,2,4,3,4,2,1,3,2,3,1,5,2,4,2,5,5,4,5,5,4,5,5,5 +106023152,Completed,US,VA,2,4,2,1,7,4,"PAINT BANK, Virginia (24131)",6,"HENRY, Virginia (24102)",5,4,10,2,3,3,4,3,5,R&D Engineer,2,3,4,4,2,3,1,1,,,,,3,4,1,2,3,4,3,2,1,2,3,3,2,5,3,4,1,3,5,4,5,5,3,5,5,3 +106023831,Completed,US,VA,1,4,3,1,6,5,"SALEM, Virginia (24153)",6,"MONETA, Virginia (24121)",4,3,6,1,1,2,3,2,14,dispatcher,3,4,3,5,2,4,1,1,1,,,,4,4,3,1,2,4,3,1,2,4,2,3,1,3,1,4,4,5,5,5,5,4,4,5,5,1 +106024571,Completed,US,,1,3,1,1,7,1,"ROANOKE, Virginia (24028)",5,"DALEVILLE, Virginia (24083)",4,3,6,1,3,3,5,2,1,forest ranger,3,4,2,3,1,4,1,1,,1,,,3,3,4,2,1,3,4,2,1,2,3,3,1,5,1,5,1,3,4,4,4,3,3,5,5,2 +106025298,Completed,US,,2,5,2,1,6,2,"SALEM, Virginia (24153)",2,"ROANOKE, Virginia (24157)",5,4,3,2,2,2,2,2,15,Educational consultant,3,4,4,4,2,5,1,1,,,,,4,3,4,1,2,3,4,1,2,1,3,3,1,4,2,4,5,3,5,5,5,3,5,5,5,5 +106025712,Completed,US,,1,4,2,1,7,6,"GLADE HILL, Virginia (24092)",5,"CLOVERDALE, Virginia (24077)",4,3,7,1,2,2,3,2,6,Logistics manager,3,3,5,2,2,4,1,,,,,,3,4,1,3,2,4,3,2,1,4,3,3,1,5,2,4,1,4,5,5,5,3,3,5,5,5 +106121747,Completed,US,VA,2,6,2,,5,5,"DALEVILLE, Virginia (24083)",5,"DALEVILLE, Virginia (24083)",5,5,0,1,2,2,2,3,12,Sales ,4,1,1,5,3,1,,,,,,1,4,4,3,1,2,4,3,1,2,1,,,,5,3,4,1,5,4,5,5,3,2,4,4,5 +108076518,Completed,US,NY,2,3,1,1,2,1,"ROANOKE, Texas (76262)",1,"ROANOKE, Texas (76262)",2,4,20,1,2,4,3,3,15,teacher,2,2,2,3,1,3,,,1,,,,2,2,1,3,4,3,1,2,4,3,2,2,2,2,3,3,4,3,3,1,4,3,2,2,1,4 +108154073,Completed,US,IL,2,3,,1,5,,"BROOKINGS, South Dakota (57006)",1,"BROOKINGS, South Dakota (57006)",3,3,10,1,1,3,4,2,3,manager,2,3,2,2,2,3,1,,,,,,3,1,2,3,4,1,2,4,3,2,2,2,1,4,1,3,5,3,5,2,4,2,3,5,4,2 +108214741,Completed,US,AR,1,4,2,1,2,3,"VINTON, Virginia (24179)",3,"VINTON, Virginia (24179)",3,3,5.2,1,3,4,5,2,9,Project Manager,1,3,4,2,1,5,1,,,,,,1,1,3,2,4,1,2,4,3,4,2,2,2,3,3,4,5,3,5,3,4,3,4,5,4,3 +108656524,Completed,GB,ISL,2,3,1,1,2,2,"NEW YORK, New York (10001)",5,"NEW YORK, New York (10002)",4,3,10,2,1,4,4,2,3,assistant,4,2,2,3,2,4,,,1,1,1,,2,1,4,3,2,1,3,2,4,4,2,2,1,3,2,3,3,4,4,4,4,4,4,3,3,3 diff --git a/posts/Naive-Bayes/Cleaning data-ready.xls b/posts/Naive-Bayes/Cleaning data-ready.xls new file mode 100644 index 0000000..f99e225 Binary files /dev/null and b/posts/Naive-Bayes/Cleaning data-ready.xls differ diff --git a/posts/Naive-Bayes/Cleaning data-ready.xlsx b/posts/Naive-Bayes/Cleaning data-ready.xlsx new file mode 100644 index 0000000..29d33ea Binary files /dev/null and b/posts/Naive-Bayes/Cleaning data-ready.xlsx differ diff --git a/posts/Naive-Bayes/Post1.xlsx b/posts/Naive-Bayes/Post1.xlsx new file mode 100644 index 0000000..3c2bc6d Binary files /dev/null and b/posts/Naive-Bayes/Post1.xlsx differ diff --git a/posts/Naive-Bayes/index.qmd b/posts/Naive-Bayes/index.qmd index 7529b92..0569c69 100644 --- a/posts/Naive-Bayes/index.qmd +++ b/posts/Naive-Bayes/index.qmd @@ -6,25 +6,93 @@ categories: [news, code, analysis, plot] image: "Naive-Bayes-Algorithm.jpg" --- -This is a post with executable code. +check the working directory: -```{r} -1 + 1 +```{python} +import os +print(os.getcwd()) ``` -Import necessary libraries +import pandas as pd ```{python} import pandas as pd from sklearn.model_selection import train_test_split -from sklearn.naive_bayes import GaussianNB -from sklearn.metrics import accuracy_score, classification_report +from sklearn.preprocessing import LabelEncoder +``` + +Load your survey data (replace 'your_data.csv' with your actual data file)data = pd.read_excel('') + +```{python} +import pandas as pd + +# Load your survey data +data = pd.read_excel('Post1.xlsx') +``` + +```{python} + +# Inspect the data by viewing the first few rows +print(data.head(5)) + +``` + +```{python} +# Define a dictionary to rename columns +column_mapping = { + 'What is your industry sector?': 'industry', + 'How do you typically work in your current job?': 'work_method', + # Add more mappings for other columns +} + +# Rename the columns +data = data.rename(columns=column_mapping) + +# Verify the column names +print(data.columns) ``` -Load your data from the Excel sheet into a Pandas DataFrame +```{python} +# Select X and Y variables +X = data['industry'] +Y = data['How do you typically work in your current job? '] # target variable +``` ```{python} -# Replace 'your_data.xlsx' with your Excel file's name and 'Sheet1' with the appropriate sheet name. -data = pd.read_excel('your_data.xlsx', sheet_name='Sheet1') +from sklearn.impute import SimpleImputer + +# Instantiate the imputer +imputer = SimpleImputer(strategy="most_frequent") + +# Fit and transform the training data +X_train = imputer.fit_transform(X_train) + +# Transform the test data using the same imputer +X_test = imputer.transform(X_test) + +``` + +```{python} +from sklearn.naive_bayes import CategoricalNB +from sklearn.model_selection import train_test_split +from sklearn.metrics import accuracy_score + +# Assuming you have your data loaded in X (features) and Y (target) +# X should contain 'industry' and Y should contain 'How do you typically work in your current job?' + +# Split the data into training and testing sets +X_train, X_test, Y_train, Y_test = train_test_split(X, Y, test_size=0.2, random_state=42) + +# Create and train the Categorical Naive Bayes model +model = CategoricalNB() +model.fit(X_train, Y_train) + +# Make predictions +Y_pred = model.predict(X_test) + +# Evaluate the model +accuracy = accuracy_score(Y_test, Y_pred) +print("Accuracy:", accuracy) + ``` diff --git a/posts/Naive-Bayes/index.rmarkdown b/posts/Naive-Bayes/index.rmarkdown index d83f081..854acbc 100644 --- a/posts/Naive-Bayes/index.rmarkdown +++ b/posts/Naive-Bayes/index.rmarkdown @@ -1,22 +1,17 @@ ------------------------------------------------------------------------- - -title: "Naive Bayes" +--- +title: "Probability theory and random variables_Naive Bayes" author: "Heba Nusair" - date: "2023-11-04" - categories: [news, code, analysis, plot] - image: "Naive-Bayes-Algorithm.jpg" - ------------------------------------------------------------------------- +--- This is a post with executable code. -```{r} - -1 + 1 +```{python} +import os +print(os.getcwd()) ``` @@ -26,10 +21,34 @@ Import necessary libraries import pandas as pd -from sklearn.model_selection import train_test_split +# Load your survey data +data = pd.read_excel('Post1.xlsx') -from sklearn.naive_bayes import GaussianNB +``` -from sklearn.metrics import accuracy_score, classification_report +```{python} +# Inspect the data by viewing the first few rows +print(data.head(5)) +``` + +```{python} +# Define a dictionary to rename columns +column_mapping = { + 'What is your industry sector?': 'industry', + 'How do you typically work in your current job?': 'work_method', + # Add more mappings for other columns +} + +# Rename the columns +data = data.rename(columns=column_mapping) +# Verify the column names +print(data.columns) + +``` +```{python} +# Select X and Y variables +X = data['industry'] +Y = data['How do you typically work in your current job? '] # target variable ``` +