├── data
├── ladygaga.tar.gz
├── PandasAnswerers.csv
└── PandasUsers.csv
├── README.md
├── Machine Learning using Scikit-Learn.ipynb
└── IPython Intro.ipynb
/data/ladygaga.tar.gz:
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https://raw.githubusercontent.com/donigian/Data-Analysis-with-Python/HEAD/data/ladygaga.tar.gz
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/README.md:
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1 | Practical Data Analysis with Python:
2 |
3 | This repo includes a set of IPython notebooks which will includes code snippets for the following:
4 |
5 | + Intro to IPython
6 | + Intro to Pandas
7 | + Data Analysis using Pandas
8 | + Graph Algorithms with NetworkX
9 | + Machine Learning using Scikit-Learn
10 | + Visualize Data with MatPlotLib
11 | + Time series analysis with Pandas
12 |
13 | Run Instructions:
14 |
15 | Start IPython from CL
16 |
17 | `ipython notebook --pylab inline`
18 |
19 | Import notebook from IPython dashboard
20 |
21 |
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/Machine Learning using Scikit-Learn.ipynb:
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1 | {
2 | "metadata": {
3 | "name": "Machine Learning using Scikit-Learn"
4 | },
5 | "nbformat": 3,
6 | "nbformat_minor": 0,
7 | "worksheets": [
8 | {
9 | "cells": [
10 | {
11 | "cell_type": "markdown",
12 | "metadata": {},
13 | "source": [
14 | "### Machine learning overview\n",
15 | "Machine learning is to develop algorithms that make decisions using a model fitted on data.\n",
16 | "\n",
17 | "The goal is to build a model which makes decisions automatically\n",
18 | "based on new information, whose performance\n",
19 | "improves with experience. Initially train the model with a subset of the input.\n",
20 | "\n",
21 | "- [Scikit-Learn Documentation](http://scikit-learn.org/dev/)\n",
22 | "\n",
23 | "### Scikit-Learn\n",
24 | "scikit-learn package is a collection of machine learning algorithms\n",
25 | "which share this common usage pattern:\n",
26 | "\n",
27 | "- Load data\n",
28 | "- Pick model\n",
29 | "- Fit model parameters to data\n",
30 | "- Predict using fitted model"
31 | ]
32 | },
33 | {
34 | "cell_type": "code",
35 | "collapsed": false,
36 | "input": [
37 | "from sklearn import datasets, neighbors\n",
38 | "# data sets consists of 3 different types of irises\u2019 (Setosa, Versicolour, and Virginica) \n",
39 | "# petal and sepal length, stored in a 150x4 numpy.ndarray\n",
40 | "iris = datasets.load_iris()\n",
41 | "\n",
42 | "# Classifier implementing the k-nearest neighbors vote.\n",
43 | "model = neighbors.KNeighborsClassifier()\n",
44 | "\n",
45 | "# Fit linear model\n",
46 | "model.fit(iris.data, iris.target)\n",
47 | "\n",
48 | "# Predict using the linear model, ordinary least squares Linear Regression\n",
49 | "predicted_arr = model.predict([7.5, 3, 6.5, 2.1])\n",
50 | "print predicted_arr"
51 | ],
52 | "language": "python",
53 | "metadata": {},
54 | "outputs": [
55 | {
56 | "output_type": "stream",
57 | "stream": "stdout",
58 | "text": [
59 | "[2]\n"
60 | ]
61 | }
62 | ],
63 | "prompt_number": 20
64 | },
65 | {
66 | "cell_type": "markdown",
67 | "metadata": {},
68 | "source": [
69 | "- [Scikit-Learn Tutorials](http://scikit-learn.org/dev)\n",
70 | "- [Scikit-Learn Examples](http://scikit-learn.org/dev/auto_examples)"
71 | ]
72 | },
73 | {
74 | "cell_type": "code",
75 | "collapsed": false,
76 | "input": [
77 | "# Cut & paste code from gallery and press CTRL-ENTER"
78 | ],
79 | "language": "python",
80 | "metadata": {},
81 | "outputs": []
82 | },
83 | {
84 | "cell_type": "code",
85 | "collapsed": false,
86 | "input": [
87 | "# Cut & paste code from an example and press CTRL-ENTER "
88 | ],
89 | "language": "python",
90 | "metadata": {},
91 | "outputs": []
92 | },
93 | {
94 | "cell_type": "markdown",
95 | "metadata": {},
96 | "source": [
97 | "### Which model do we use?"
98 | ]
99 | },
100 | {
101 | "cell_type": "code",
102 | "collapsed": false,
103 | "input": [
104 | "from sklearn.datasets import load_digits\n",
105 | "digits = load_digits()\n",
106 | "X, y = digits.data, digits.target\n",
107 | "trainingSet = X[:-100], y[:-100]\n",
108 | "testSet = X[-100:], y[-100:]\n",
109 | "\n",
110 | "def model_eval(model):\n",
111 | " return model.fit(*trainingSet).score(*testSet)"
112 | ],
113 | "language": "python",
114 | "metadata": {},
115 | "outputs": [],
116 | "prompt_number": 14
117 | },
118 | {
119 | "cell_type": "code",
120 | "collapsed": false,
121 | "input": [
122 | "from sklearn.gaussian_process import GaussianProcess\n",
123 | "model_eval(GaussianProcess())"
124 | ],
125 | "language": "python",
126 | "metadata": {},
127 | "outputs": [
128 | {
129 | "output_type": "pyout",
130 | "prompt_number": 15,
131 | "text": [
132 | "0.74548917199754894"
133 | ]
134 | }
135 | ],
136 | "prompt_number": 15
137 | },
138 | {
139 | "cell_type": "code",
140 | "collapsed": false,
141 | "input": [
142 | "from sklearn.svm import SVC\n",
143 | "model_eval(SVC(kernel='linear', C=0.001))"
144 | ],
145 | "language": "python",
146 | "metadata": {},
147 | "outputs": [
148 | {
149 | "output_type": "pyout",
150 | "prompt_number": 16,
151 | "text": [
152 | "0.98999999999999999"
153 | ]
154 | }
155 | ],
156 | "prompt_number": 16
157 | },
158 | {
159 | "cell_type": "markdown",
160 | "metadata": {},
161 | "source": [
162 | "### Evaluate model performance with [cross-validation](http://scikit-learn.org/dev/model_selection.html)\n",
163 | "\n",
164 | "Is a model validation technique for assessing how the results of a statistical analysis will generalize to an independent data set\n",
165 | "\n",
166 | "Mainly used in settings where the goal is prediction, and one wants to estimate how accurately a predictive model will perform in practice. "
167 | ]
168 | },
169 | {
170 | "cell_type": "code",
171 | "collapsed": false,
172 | "input": [
173 | "from sklearn.cross_validation import cross_val_score\n",
174 | "from sklearn.datasets import load_iris\n",
175 | "from sklearn.linear_model import LogisticRegression\n",
176 | "\n",
177 | "iris = load_iris()\n",
178 | "model = LogisticRegression()\n",
179 | "\n",
180 | "# Array of scores of the estimator for each run of the cross validation\n",
181 | "# If cv None, a 3-fold cross validation is used\n",
182 | "cross_val_score(model, iris.data, iris.target)"
183 | ],
184 | "language": "python",
185 | "metadata": {},
186 | "outputs": [
187 | {
188 | "output_type": "pyout",
189 | "prompt_number": 24,
190 | "text": [
191 | "array([ 0.94, 0.98, 0.98])"
192 | ]
193 | }
194 | ],
195 | "prompt_number": 24
196 | },
197 | {
198 | "cell_type": "code",
199 | "collapsed": false,
200 | "input": [
201 | "cross_val_score(model, iris.data, iris.target, cv=4)"
202 | ],
203 | "language": "python",
204 | "metadata": {},
205 | "outputs": [
206 | {
207 | "output_type": "pyout",
208 | "prompt_number": 25,
209 | "text": [
210 | "array([ 0.92105263, 0.92105263, 0.91891892, 0.97297297])"
211 | ]
212 | }
213 | ],
214 | "prompt_number": 25
215 | },
216 | {
217 | "cell_type": "code",
218 | "collapsed": false,
219 | "input": [
220 | "from sklearn.cross_validation import LeaveOneOut\n",
221 | "\n",
222 | "# use a single observation from the original sample as the validation data, \n",
223 | "# and the remaining observations as the training data\n",
224 | "cross_val_score(model, iris.data, iris.target, cv=LeaveOneOut(len(iris.target)))"
225 | ],
226 | "language": "python",
227 | "metadata": {},
228 | "outputs": [
229 | {
230 | "output_type": "pyout",
231 | "prompt_number": 27,
232 | "text": [
233 | "array([ 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.,\n",
234 | " 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.,\n",
235 | " 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.,\n",
236 | " 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.,\n",
237 | " 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.,\n",
238 | " 1., 0., 1., 1., 1., 0., 1., 1., 1., 1., 1., 1., 1.,\n",
239 | " 1., 1., 1., 1., 1., 0., 0., 0., 1., 1., 1., 1., 1.,\n",
240 | " 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.,\n",
241 | " 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.,\n",
242 | " 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 0.,\n",
243 | " 1., 1., 1., 0., 1., 1., 1., 1., 1., 1., 1., 1., 1.,\n",
244 | " 1., 1., 1., 1., 1., 1., 1.])"
245 | ]
246 | }
247 | ],
248 | "prompt_number": 27
249 | },
250 | {
251 | "cell_type": "markdown",
252 | "metadata": {},
253 | "source": [
254 | "### Evaluate performance with [pipelining](http://scikit-learn.org/dev/modules/pipeline.html)\n",
255 | "\n",
256 | "Chain multiple estimators into one. \n",
257 | "\n",
258 | "Useful as there is often a fixed sequence of steps in processing the data, for example feature selection, normalization and classification."
259 | ]
260 | },
261 | {
262 | "cell_type": "code",
263 | "collapsed": false,
264 | "input": [
265 | "import numpy as np\n",
266 | "from sklearn.pipeline import Pipeline\n",
267 | "from sklearn.decomposition import PCA\n",
268 | "from sklearn.linear_model import LogisticRegression\n",
269 | "from sklearn.cross_validation import cross_val_score\n",
270 | "from sklearn.datasets import load_digits; digits = load_digits()\n",
271 | "\n",
272 | "model = Pipeline([\n",
273 | " ('pca', PCA()), \n",
274 | " ('logistic', LogisticRegression()),\n",
275 | "])\n",
276 | "np.mean(cross_val_score(model, digits.data, digits.target))"
277 | ],
278 | "language": "python",
279 | "metadata": {},
280 | "outputs": [
281 | {
282 | "output_type": "pyout",
283 | "prompt_number": 29,
284 | "text": [
285 | "0.95770728992765708"
286 | ]
287 | }
288 | ],
289 | "prompt_number": 29
290 | },
291 | {
292 | "cell_type": "markdown",
293 | "metadata": {},
294 | "source": [
295 | "### [Transform data](http://scikit-learn.org/dev/data_transforms.html) "
296 | ]
297 | },
298 | {
299 | "cell_type": "code",
300 | "collapsed": false,
301 | "input": [
302 | "from sklearn.preprocessing import StandardScaler\n",
303 | "\n",
304 | "# StandardScaler: Standardize features by removing the mean and scaling to unit variance\n",
305 | "# Principal component analysis: Linear dimensionality reduction using Singular Value Decomposition of the data and keeping only the most \n",
306 | "# significant singular vectors to project the data to a lower dimensional space.\n",
307 | "\n",
308 | "# Logistic Regression: used for predicting the outcome of a categorical dependent variable (a dependent variable that can take on a \n",
309 | "# limited number of values, whose magnitudes are not meaningful but whose ordering of magnitudes may or may not be meaningful) \n",
310 | "# based on one or more predictor variables\n",
311 | "\n",
312 | "model = Pipeline([\n",
313 | " ('scaler', StandardScaler()),\n",
314 | " ('pca', PCA()), \n",
315 | " ('logistic', LogisticRegression()),\n",
316 | "])\n",
317 | "np.mean(cross_val_score(model, digits.data, digits.target))"
318 | ],
319 | "language": "python",
320 | "metadata": {},
321 | "outputs": [
322 | {
323 | "output_type": "pyout",
324 | "prompt_number": 30,
325 | "text": [
326 | "0.96160267111853093"
327 | ]
328 | }
329 | ],
330 | "prompt_number": 30
331 | },
332 | {
333 | "cell_type": "code",
334 | "collapsed": false,
335 | "input": [
336 | "from sklearn.feature_extraction.text import CountVectorizer\n",
337 | "\n",
338 | "# CountVectorizer: Convert a collection of text documents to a matrix of token counts\n",
339 | "vectorizer = CountVectorizer(min_df=1)\n",
340 | "documents = [\n",
341 | " 'I ', \n",
342 | " 'She',\n",
343 | " 'She ',\n",
344 | " 'I ', \n",
345 | "]\n",
346 | "\n",
347 | "# fit_transform: Learn the vocabulary dictionary and return the count vectors.\n",
348 | "X = vectorizer.fit_transform(documents)\n",
349 | "documentVectors = X.toarray()\n",
350 | "documentVectors"
351 | ],
352 | "language": "python",
353 | "metadata": {},
354 | "outputs": [
355 | {
356 | "output_type": "pyout",
357 | "prompt_number": 50,
358 | "text": [
359 | "array([[0],\n",
360 | " [1],\n",
361 | " [1],\n",
362 | " [0]])"
363 | ]
364 | }
365 | ],
366 | "prompt_number": 50
367 | },
368 | {
369 | "cell_type": "code",
370 | "collapsed": false,
371 | "input": [
372 | "featureNames = vectorizer.get_feature_names()\n",
373 | "for bagOfWords in documentVectors:\n",
374 | " print zip(featureNames, bagOfWords)"
375 | ],
376 | "language": "python",
377 | "metadata": {},
378 | "outputs": [
379 | {
380 | "output_type": "stream",
381 | "stream": "stdout",
382 | "text": [
383 | "[(u'she', 0)]\n",
384 | "[(u'she', 2)]\n",
385 | "[(u'she', 1)]\n",
386 | "[(u'she', 0)]\n"
387 | ]
388 | }
389 | ],
390 | "prompt_number": 49
391 | },
392 | {
393 | "cell_type": "markdown",
394 | "metadata": {},
395 | "source": [
396 | "### Identifier for Lady Gaga"
397 | ]
398 | },
399 | {
400 | "cell_type": "code",
401 | "collapsed": false,
402 | "input": [
403 | "from archiveIO import Archive, TemporaryFolder\n",
404 | "\n",
405 | "archive = Archive('data/ladygaga.tar.gz')\n",
406 | "documents = []\n",
407 | "categories = []\n",
408 | "with TemporaryFolder() as temporaryFolder:\n",
409 | " for documentPath in archive.load(temporaryFolder):\n",
410 | " text = open(documentPath).read()\n",
411 | " documents.append(text)\n",
412 | " categories.append('lady' in text)\n",
413 | " \n",
414 | "print categories"
415 | ],
416 | "language": "python",
417 | "metadata": {},
418 | "outputs": [
419 | {
420 | "output_type": "stream",
421 | "stream": "stdout",
422 | "text": [
423 | "[True, True, True, True]\n"
424 | ]
425 | }
426 | ],
427 | "prompt_number": 56
428 | }
429 | ],
430 | "metadata": {}
431 | }
432 | ]
433 | }
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/IPython Intro.ipynb:
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1 | {
2 | "metadata": {
3 | "name": "IPython Intro"
4 | },
5 | "nbformat": 3,
6 | "nbformat_minor": 0,
7 | "worksheets": [
8 | {
9 | "cells": [
10 | {
11 | "cell_type": "markdown",
12 | "metadata": {},
13 | "source": [
14 | "# IPython => Interactive Python\n",
15 | "Allows you to code & execute python code in your browser. \n",
16 | "\n",
17 | "- [Installation notes](http://ipython.org/install.html)\n",
18 | " \n",
19 | "- [EPD](https://www.enthought.com/products/epd_free.php)\n",
20 | "\n",
21 | "- [Anaconda](http://continuum.io/downloads.html)\n",
22 | " \n",
23 | " \n",
24 | "###Mac or Windows\n",
25 | "\n",
26 | "1. Download and install Anaconda or the free edition of the Enthought Python Distribution (EPD).\n",
27 | "\n",
28 | "2. Update IPython to the current version:\n",
29 | "On a Mac, using the Terminal application:\n",
30 | "\n",
31 | "###Anaconda:\n",
32 | "\n",
33 | "conda update conda\n",
34 | "conda update ipython\n",
35 | "\n",
36 | "\n",
37 | "###EPD:\n",
38 | "\n",
39 | "sudo enpkg enstaller\n",
40 | "sudo enpkg ipython\n",
41 | "On Windows, at the Command Prompt (cmd.exe application):\n",
42 | "\n",
43 | "###Anaconda:\n",
44 | "\n",
45 | "conda update conda\n",
46 | "conda update ipython\n",
47 | "\n",
48 | "\n",
49 | "###EPD:\n",
50 | "\n",
51 | "enpkg enstaller\n",
52 | "enpkg ipython\n",
53 | "\n",
54 | "\n",
55 | "###Linux\n",
56 | "\n",
57 | "On Linux, most distributions have everything you need in their package managers.\n",
58 | "\n",
59 | "Install IPython and its dependencies:\n",
60 | "On Ubuntu or other Debian-based distributions, type at the shell:\n",
61 | "\n",
62 | "sudo apt-get install ipython-notebook\n",
63 | "On Fedora 18 and newer related distributions, use:\n",
64 | "\n",
65 | "sudo yum install python-ipython-notebook\n",
66 | "Optionally install additional tools for scientific computing:\n",
67 | "On Ubuntu or other Debian-based distributions, type at the shell:\n",
68 | "\n",
69 | "sudo apt-get install python-matplotlib python-scipy \\\n",
70 | " python-pandas python-sympy python-nose\n",
71 | "On Fedora 18 and newer related distributions, use:\n",
72 | "\n",
73 | "sudo yum install python-matplotlib scipy python-pandas sympy python-nose\n",
74 | "\n",
75 | "## Invoke from command line via\n",
76 | "\n",
77 | "Start the server with plotting functionality.\n",
78 | "\n",
79 | " ipython notebook --pylab=inline\n",
80 | "\n",
81 | "For in depth tutorial, see https://us.pycon.org/2012/schedule/presentation/121/\n",
82 | " \n",
83 | "For a list of keyboard shortcuts:"
84 | ]
85 | },
86 | {
87 | "cell_type": "markdown",
88 | "metadata": {},
89 | "source": [
90 | "Stack Exchange Data Explorer 2.0 (R, Pandas)\n",
91 | "\n",
92 | "http://blog.stackoverflow.com/category/cc-wiki-dump"
93 | ]
94 | },
95 | {
96 | "cell_type": "code",
97 | "collapsed": false,
98 | "input": [
99 | "# Press CTRL-m h"
100 | ],
101 | "language": "python",
102 | "metadata": {},
103 | "outputs": []
104 | },
105 | {
106 | "cell_type": "markdown",
107 | "metadata": {},
108 | "source": [
109 | "Execute code."
110 | ]
111 | },
112 | {
113 | "cell_type": "code",
114 | "collapsed": false,
115 | "input": [
116 | "# CTRL-ENTER to execute code in current block\n",
117 | "print \"Hello World\""
118 | ],
119 | "language": "python",
120 | "metadata": {},
121 | "outputs": [
122 | {
123 | "output_type": "stream",
124 | "stream": "stdout",
125 | "text": [
126 | "Hello World\n"
127 | ]
128 | }
129 | ],
130 | "prompt_number": 1
131 | },
132 | {
133 | "cell_type": "code",
134 | "collapsed": false,
135 | "input": [
136 | "# SHIFT-ENTER to execute the current code & jump to next block\n",
137 | "[x + 1 for x in xrange(10)]"
138 | ],
139 | "language": "python",
140 | "metadata": {},
141 | "outputs": [
142 | {
143 | "output_type": "pyout",
144 | "prompt_number": 2,
145 | "text": [
146 | "[1, 2, 3, 4, 5, 6, 7, 8, 9, 10]"
147 | ]
148 | }
149 | ],
150 | "prompt_number": 2
151 | },
152 | {
153 | "cell_type": "markdown",
154 | "metadata": {},
155 | "source": [
156 | "For help."
157 | ]
158 | },
159 | {
160 | "cell_type": "code",
161 | "collapsed": false,
162 | "input": [
163 | "# CTRL-m-h help menu popup\n",
164 | "# Built in tab completion"
165 | ],
166 | "language": "python",
167 | "metadata": {},
168 | "outputs": [],
169 | "prompt_number": 7
170 | },
171 | {
172 | "cell_type": "code",
173 | "collapsed": false,
174 | "input": [
175 | "# Type enumerate to see a tooltip\n",
176 | "enumerate?"
177 | ],
178 | "language": "python",
179 | "metadata": {},
180 | "outputs": [],
181 | "prompt_number": 3
182 | },
183 | {
184 | "cell_type": "markdown",
185 | "metadata": {},
186 | "source": [
187 | "Use shell command magic with TAB completion."
188 | ]
189 | },
190 | {
191 | "cell_type": "code",
192 | "collapsed": false,
193 | "input": [
194 | "ls "
195 | ],
196 | "language": "python",
197 | "metadata": {},
198 | "outputs": [
199 | {
200 | "output_type": "stream",
201 | "stream": "stdout",
202 | "text": [
203 | "051 Analyze network relationships with NetworkX.ipynb\r\n",
204 | "Data Analysis 101.ipynb\r\n",
205 | "\u001b[34mDesktop\u001b[m\u001b[m/\r\n",
206 | "\u001b[34mDocuments\u001b[m\u001b[m/\r\n",
207 | "\u001b[34mDownloads\u001b[m\u001b[m/\r\n",
208 | "\u001b[34mDropbox\u001b[m\u001b[m/\r\n",
209 | "\u001b[34mEnvs\u001b[m\u001b[m/\r\n",
210 | "IPython Intro.ipynb\r\n",
211 | "\u001b[34mLibrary\u001b[m\u001b[m/\r\n",
212 | "\u001b[34mMovies\u001b[m\u001b[m/\r\n",
213 | "\u001b[34mMusic\u001b[m\u001b[m/\r\n",
214 | "NetworkX Use Case.ipynb\r\n",
215 | "NumPy, SciPy, Pandas Use Cases.ipynb\r\n",
216 | "Pandas ETL.ipynb\r\n",
217 | "\u001b[34mPictures\u001b[m\u001b[m/\r\n",
218 | "\u001b[34mPublic\u001b[m\u001b[m/\r\n",
219 | "Time Series analysis.ipynb\r\n",
220 | "scikit-learn Use Case.ipynb\r\n",
221 | "\u001b[34mspringsource\u001b[m\u001b[m/\r\n",
222 | "weka.log\r\n"
223 | ]
224 | }
225 | ],
226 | "prompt_number": 4
227 | },
228 | {
229 | "cell_type": "code",
230 | "collapsed": false,
231 | "input": [
232 | "files = !ls # Store shell output in a variable"
233 | ],
234 | "language": "python",
235 | "metadata": {},
236 | "outputs": []
237 | },
238 | {
239 | "cell_type": "code",
240 | "collapsed": false,
241 | "input": [
242 | "# type cd ~/Doc Proceed with chocolate. Analyst, using python and pandas. ""... there is no such word as 'impossible' in my dictionary. In fact, everything between 'herring' and 'marmalade' appears to be missing."" — Svlad Cjelli Make it a Short, Self Contained, Correct (Compilable), Example. github: https://github.com/hayd Open source scientific Python contributor. CTO of technology startup Lambda Foundry, Inc. I am a statistical modeler for LexisNexis. I primarily use SAS and would like to use more Python with Pandas. Python programmer, with a keen interest in functional languages, especially Haskell, numerical methods and chess. Database, software and web developer. Advocate of open source technologies. I'm an independent consultant focused on Business Analysis and Data Science, and I play around with a variety of pet projects. I live in Oakland, California. My about me is currently blank. Student at Olin College of Engineering ! I've been a electroincs and computer geek from a very young age. In my spare time I like to ride fast bikes. I'm a huge fan of Free Software I design and code! And here's my stackoverflow careers page: http://careers.stackoverflow.com/cv/employer/87142 Space scientist and enthusiast. pandas developer I'm a geezer geek living in wine country and doing websites. I'm a Python/Django evangelist. I'm mostly retired, but I still do sites for friends (www.lutemusic.org is a current project) and I'm currently revisiting my interest in computational linguistics. You can contact me at stackoverflow@techbuddy.us. Medical student and Web/Mac programmer (Python, C#, Java, Objective-C, ...). I like programming, statistics, econometrics, finance, and I play chess. I once launched swi-prolog and asked it a question: I'm a self-taught coder. Though the PhD I'm fighting my way through is supposed to be on the evolution of osmotic regulation and adaptation among yeast, I make it so I spend most my time coding python and hacking around in linux. On the side I spend a lot of time on coding projects as well. Visit www.agyey.com BTC: 1NwQq3Y9iHp3rQzs2kDYg3voSMcKqMQbpc
99 | http://btc.to/3av Computational planetary astrophysicist turned risk analyst, in six words. Well, eleven. a research guy I'm a research oceanographer at the US Geological Survey in Woods Hole. I'm interested in the capability for better data management, analysis and visualization tools to improve the efficiency and effectiveness of science. Getting started with python. ` :) I believe in making world better by building simple, powerful and robust software.
128 | My interests include algorithms, communications, distributed and server software with strong emphasis on elegance and performance.
129 | I started programming when I was 10 years old on ZX Spectrum 48k with Basic and Z80 assembly language. That computer delivered less performance than your microwave clock now does, yet it was so much fun. Nowadays I enjoy using C++ and Python. I am also very enthusiastic about open source, Linux and free (as in free speech) software. For living I build electronic trading systems. newbie here, have pity :) Online Marketing I am currently writing thesis work (""Advanced Project"") in image processing at University of Bristol(UoB), Advanced Computing (Machine Learning, Data Mining, High Performance Computing). Working experience: Programming experience: Python, LaTeX, Vim, JavaScript, ActionScript3, C, Mac & Linux, Computer Graphics, Machine Learning, Computer Vision, Computational Photography snowboarding, film study/directing, {interior, furniture, UI, fashion, automobile} design, holography, judo, cogsci, feline psychology Twitter: @kayzh Water resources engineer in Portland, OR. Polymath wannabe, multi-faceted tinkerer. Statsmodels developer http://statsmodels.sourceforge.net/ Scholar. Researcher in Marine Energy based at Lews Castle College, University of the Highlands and Islands, Scotland. French engineer in computer science. I have worked mainly with Java, Python and C++ languages,but also experienced web technologies (HTML, JavaScript, PHP, etc.) and have a daily use of Unix scripting (bash, KSH). Currently looking for a technical leadership position in or around London. To contact me, e-mail stackoverflow(at)pobox.com. See the SO profile to get an idea of my technical skills: http://stackoverflow.com/users/367273/npe (my about me is currently blank) I'm currently a Software Engineer developing applications in Python for the Oil and Gas industry. I was formerly a Software Engineer for a SSD company, Texas Memory Systems, with lots of experience in embedded C and firmware development. In my free time I enjoy working on open source web-related technologies in the Python community. Harry Moreno is an aspiring big-data software engineer. College graduate.
205 | My favorite class in college was applied stats. Picking up javascript for visualizing data.
208 | I can program in Java, C, javascript, python, scheme, Ruby, Octave and R.
209 | C++, julia, lisp, clojure and haskell are on my todo. I am Data Engineer at Algometrics Hedge Fund. I like to create data with open source tools. I also like to create illustrations in watercolor. Please, feel free to contact me. I'm a Python programmer by day and a .NET programmer (and IronPython MVP) by night. I believe the best of both can combine to create an amazing development experience. Currently, I'm one of the coordinators for IronPython, the developer of NWSGI, and numerous other small projects. Former neuroscientist now data analyst. Command line junkie. Recall that intercaps [camelCase] became popular in programming languages that did not allow
233 | underscores within names, such as Pascal and Smalltalk. In using intercaps, one
234 | seems to be reverting to the early Middle Ages, when handwritten words were not
235 | separated, and thus flouting an important readability
236 | tool that is a thousand years old. 1 Invisible framework coding ninja Winner of the Plone Metrtics Person of the Year 2012 Award for my SO contributions. Nominee for the official Plone 2012 awards as a ""Help Superstar""; hear my nominator tell you why. SO firsts: Student, Open source programmer, Freelance programmer. Prefer to program in Python. I found the limits of excel in 2009, and after a few bumps discovered R (and coding) in 2011. I'm enjoying the challenge. I am learning R, Python and Bash - and trying to do it all in vim. I worry that i've made the wrong choices all the time: should i be learning Perl, C etc ... should i be using emacs? . its all about me I'm a Computer Science student at the Scuola Superiore of the University of Udine.
290 | I've been interested in Computer Science since my third high-school year, and thus I've decided to apply to join one of the Schools of Excellence, and succeeded in this task. I worked as a developer for 5 years using VB and Oracle/SQL before becoming self employed in web design. I am currently back in college learning the Adobe creative suite till September of 2013. After that it's back to the rat race! Studying Engineering Physics pursuing a Master's degree in machine learning at KTH. http://jim.pm #portfolio ""Should I wear gold or .."", she asked. He interrupted her suggesting, "" or bronze or silver?"" and wondering if she knew what those meant. With just over a year on SO he was proud of his 900+ score earned from upvotes on trivial answers. ""or Diamonds may be."" she said. She particularly liked the guys on the SO first page. I like python but spend my day in javascript as of late. Programmer, teacher and software architect with a passion for programming languages and algorithms Twitter: @oscar_lopez App Engine Developer Programs Engineer, based in Zurich, part of Developer Relations team at Google. I am a PhD candidate in Theoretical Chemistry CONTACT: data scientist + hacker + quant trader Quantitative Analyst for Financial Firm. I currently work at a large finance software company in London and have a wide range of experience including but not limited to: Languages; Java, C++,C, Python, Perl, PHP, Javascript, Lua, TCL Databases; DB2,Postgres,MySQL,SQLite Markups; XHTML, CSS, LaTeX Simeon Visser is a skilled software developer with experience in multiple programming paradigms. He has a strong theoretical and practical background in logic and reasoning. Software Engineer living in Brisbane. Likes Python, working with data. Senior Consultant at FICO Software engineer working in the Bay Area. Interested in functional programming (Haskell, OCaml, Scala), machine learning and distributed computing. http://www.linkedin.com/in/dvelkov https://www.kaggle.com/users/51244/daniel-velkov Python / Java / Clojure / C datageek with a taste for artificial intelligence, machine learning, cloud computing, OpenCL, NLP, the semantic web and braaaaains! Developer, using primarily OpenSource technologies. Detailed Stack Exchange FAQ on Meta
11 | Always learning.
45 | I currently work as a hardware design engineer. I am very experienced in electronics, VHDL, Python, C and various assembly languages.
91 | ",6,358,63,e0a6cfcaf3e34889b601fd5dbaf1d747,
92 | 1099682,839,2011-12-15 10:54:13,deinonychusaur,2013-02-02 19:57:44,https://gitorious.org/~lodderomyces,"Gothenburg, Sweden","ely:~/home$ prolog
80 | Welcome to SWI-Prolog (Multi-threaded, 64 bits, Version 5.10.1)
81 | Copyright (c) 1990-2010 University of Amsterdam, VU Amsterdam
82 | SWI-Prolog comes with ABSOLUTELY NO WARRANTY. This is free software,
83 | and you are welcome to redistribute it under certain conditions.
84 | Please visit http://www.swi-prolog.org for details.
85 |
86 | For help, use ?- help(Topic). or ?- apropos(Word).
87 |
88 | ?- love(math) is unrequited.
89 | true.
90 |
117 |
119 |
120 |
141 | I have first-class MSc degree in Mathematics from Budapest University of Technology and Economics (BME), Stochastics major.
144 | 2yrs Excel VisualBasic programming in public sector,
145 | 1yr Associate at Morgan Stanley at Strats and Modeling department.
148 | C++ (STL, OpenCV, Boost), Java, Matlab, C at UoB
149 | A+, Matlab, linux scripting at MS
150 | Mathematica, Maple, Matlab, C++ at BME
151 | Javascript (Prototype,JQuery), PHP(Zend), freelancing
152 | beginner python (Udacity)
213 |
218 | ",2510,1036,316,4e96ca7ae02c37e7d940d17997d780e5,
219 | 128508,1482,2009-06-24 22:14:38,Purrell,2013-02-03 04:37:04,,,,46,148,21,a0a5f54db6178755570f15ae48fc28ae,
220 | 536801,500,2010-12-09 17:20:38,Pablo Navarro,2013-02-02 19:18:04,http://pnavarrc.github.com/earthquake/,"Santiago, Chile","
232 |
238 | ",382,6911,1419,56e17cbc8c5ea5b37d67018db6d030b0,
239 | 1400991,40,2012-05-17 12:36:10,Ross R,2013-01-31 23:13:39,,"Seattle, WA",,0,4,0,fbd383e4377eff8b70b5741f71ca7a9e,45.0
240 | 1319128,53,2012-04-07 13:42:49,user1319128,2013-02-01 08:55:23,,,,0,4,0,7834b5fcfeccfafc1216cd472bc80c7c,
241 | 100297,77859,2009-05-03 14:53:57,Martijn Pieters,2013-02-02 23:58:51,http://www.zopatista.com/,"Stokke, Norway","
242 |
243 |
246 |
251 |
252 |
257 |
262 | ",153,3690,520,24780fb6df85a943c7aea0402c843737,40.0
263 | 1513413,16,2012-07-10 00:56:57,user1513413,2012-11-28 01:46:09,,,,0,0,0,ba3e557aefa684716887078e91e12754,
264 | 1795505,625,2012-11-02 21:36:51,pydsigner,2013-01-31 22:21:22,http://github.com/pydsigner,Midwestern United States,"
315 | at Ruhr-Universität Bochum, Germany
318 | theo [dot] zelleke [at] gmail [dot] comShort list of known/used stuff
354 |
355 |
356 |
368 | ",20,125,4,0a9dbf11e725f19a1fc5601f958cbcf1,23.0
369 | 1649335,159,2012-09-05 14:13:35,Curious,2012-12-14 16:42:07,,,,0,19,0,ea4246a3f9a7966bd974d6b283f6e659,
370 | 667301,10681,2011-03-19 12:38:39,Mike Pennington,2013-02-03 02:04:02,,"Austin, TX","
371 |
376 |
377 |
378 | StackOverflow Markdown tips
379 |
382 | My common Stack Overflow blurbs for fast reference...
Lightly bearded hacker. Likes C, Linux, bash, GTK+, OpenGL, game development, text processing, the occasional assembly (though more commonly on random 8-bit machines than x86) and stuff.
405 | 406 |Thinks these new-fangled languages like Python and Ruby are cool, too, and tries to use them whenever suitable.
407 | 408 |For the past few years, I have been working (as a contractor) in the games development industry, focusing on C++ development on big-budget, cross-platforms games running on Windows, PlayStation 3, and the Xbox 360. Now, I'm doing something else.
409 | 410 |I wrote the gentoo filemanager which a few people still seem to enjoy using, even after 10+ years.
411 | 412 |If you use Geany, Geanyuniq might be useful sometimes. If you also use Git, you might want to try out Gitbrowser.
413 | 414 |main(O){10<putchar(4^--O?77-(15&5128>>4*O):10)&&main(2+O);}
415 |
416 | ",2086,2365,312,ec9385dc533f1a6a93769077f852503e,38.0
417 | 668624,364,2011-03-20 22:34:59,algotr8der,2013-02-02 19:57:09,,,,0,10,0,6cf29fd4dd03098ad5f1fc1ce20b6eb5,
418 | 1242647,55,2012-03-01 12:32:53,Jose Blanca,2013-02-01 13:43:06,,,,0,19,0,ed9a4574b0178992d6e06567dd55fe1b,
419 | 709852,1131,2011-04-15 13:07:20,Henry Gomersall,2013-02-02 10:09:24,http://hgomersall.wordpress.com,,,0,60,1,bf402f309d40d607a369395e32a984fc,31.0
420 | 1289107,75,2012-03-23 20:09:48,fred,2013-01-31 13:42:30,,,,0,8,0,b8e0c4a0ea801b27e2fb1ed1d06107a0,
421 | 1648033,376,2012-09-05 05:58:09,chthonicdaemon,2013-02-02 12:58:21,http://negfeedback.blogspot.com,,,0,3,0,9ebc39951f074abef926aa636ed33cd1,35.0
422 | 1184641,5983,2012-02-02 08:43:34,Appleman1234,2013-02-03 04:51:00,http://applemansigloo.net,,,0,96,1,31ee5565d022bd50b3e21f34f102f957,
423 | 1004096,4341,2011-10-19 21:57:53,Bi Rico,2013-02-02 18:46:50,,,,0,246,13,d0bd5ec4d97233e5f9f5f74bd6f02357,
424 | 566942,486,2011-01-07 13:35:08,saroele,2013-02-02 21:56:37,,Belgium,,1,55,0,84830a0de495c35adb8712dbe6f23976,
425 | 1639821,80,2012-08-31 23:29:26,jmloser,2012-11-14 05:06:09,,,,0,0,0,9770d1a7eedd87785f01a9668dac62cf,
426 | 369541,391,2010-06-17 16:17:01,Abhi,2013-02-01 23:33:51,,,,0,43,0,7a378ad5cb477d4a7c2fa5c83f056fc6,
427 | 171965,1326,2009-09-11 09:34:30,Jeff Hammerbacher,2013-02-02 04:20:18,,,,96,18,1,d5673cf9f39b96a757dd745c479c0600,
428 | 1330293,302,2012-04-12 21:54:39,elyase,2013-02-01 18:39:26,,,,0,55,3,76742a2b36b2e174181679118274e2e7,
429 | 1180620,6058,2012-01-31 15:02:03,Mark Adler,2013-02-03 04:36:37,,,"Mostly harmless.
430 | ",0,22,10,821b9739681cb63cfaa12f239be567d7, 431 | 1692925,486,2012-09-23 20:39:56,mechmind,2013-02-02 18:14:06,,,"DevOps adept, pythoneer. Interested in distributed systems, reliable distributed systems, multi-agent systems.
432 | ",0,24,0,6368f89832a1ad7022dbe04c3a2a58f0, 433 | 639792,97,2011-03-01 17:18:29,jkitchen,2013-01-31 19:33:45,,"Rochester, NY",,0,34,0,fba00cc7db3e6b9dbfe63db552ec64d9,33.0 434 | 1443118,1602,2012-06-07 19:55:54,reptilicus,2013-02-03 04:28:49,,Austin TX,"Python developer / recovering academic / dog chaser / beer brewer /
435 | ",0,447,15,d758a80b64e30e08da95ae0430e420a5, 436 | 1649635,58,2012-09-05 16:06:15,brian_the_bungler,2013-01-31 16:08:55,,"Boston, MA","Work at finding data that illuminates whats going on.
437 | ",0,1,0,d316020b60f0943501d7cd5928391c94, 438 | 995182,50,2011-10-14 10:04:28,Evan Davey,2013-02-02 16:52:19,http://www.getoutsideandlive.com,,"available for hire, project by project or longer-term contract
natural and respected mentor-style leader, highly presentable
expertise in portfolio management (has managed money market and fixed income portfolios > AUD4b), financial analysis, quant management / trading, economic analysis, sales and marketing
perfectly positioned to understand and communicate needs of front, middle and back office
trained in C, but programs in multiple languages such as python, java, visual basic...
experienced in maths libraries matlab/octave, numpy
experienced in electronic design, embedded systems, digital design
experienced in software engineering principles and practise, artificial intelligence, machine learning, sql
Chartered Financial Analyst (CFA) holder, Bachelor of Engineering (Honours,EE), Bachelor of Commerce
I'm just a computer geek that's livin' and lovin' life. I work hard, I play hard, and I have an insatiable curiosity about the world.
452 | ",0,74,0,bc264e8b1145c5291892c01cc9174db7,26.0 453 | 238882,499,2009-12-26 16:15:27,mankoff,2013-02-03 05:12:28,http://kenmankoff.com,"NY, SF, or Antarctica","see http://kenmankoff.com/about/
454 | ",8,79,16,d5325234ab93b0841b7a3f8a69288080,36.0 455 | 1265472,77,2012-03-13 02:18:30,Yaroslav Halchenko,2013-02-01 21:48:45,http://www.onerussian.com,,,0,3,0,399f2816e6f43f2833fbcfab570c8662, 456 | 1257953,487,2012-03-08 20:35:57,nitin,2012-11-06 06:09:42,http://blog.kilotrader.com,San Francisco Bay Area,,0,78,1,afb18b489df58f20beabaa5dc268a8cb, 457 | 1292631,11,2012-03-26 09:29:45,mrdevlar,2013-01-30 15:46:21,,"Amsterdam, Netherlands",,0,0,0,85c18f8b1a95ff150971ee982e704e88,30.0 458 | 1505540,61,2012-07-06 01:43:56,lexual,2013-01-20 01:27:05,,,,0,1,0,4550dc81109cd4a3f46e15eef96b1811, 459 | 1574073,21,2012-08-03 12:14:52,Fede_v,2013-01-25 20:58:31,,,,0,1,0,2b8e50178b9a65017380fefadd0ba65a,31.0 460 | 741316,2180,2011-05-06 07:44:43,pelson,2013-01-25 14:12:46,https://github.com/pelson,UK,"I am a scientific software engineer and am fortunate enough to spend most of my time using Python, matplotlib, numpy, scipy etc. for scientific R&D for both my own personal interest and for the benefit of a large scientific community.
461 | 462 |I am the original author of Cartopy, am a core developer on matplotlib and iris, and to a lesser extent have made contributions to core python, numpy, scipy, shapely & others.
463 | 464 |Find me on github at https://github.com/pelson
465 | ",0,139,4,a3a8307ffcd780e908d042bcc97cd2f8, 466 | 4279,64358,2008-09-02 16:10:17,J.F. Sebastian,2013-02-02 20:36:23,,"Moscow, Russia","isidore.john.r at gmail dot com
467 | ",2403,12886,159,d92ce60d3a4cbe03598e27c2e8dee69d, 468 | 890108,13,2011-08-11 14:24:16,TR.,2013-02-03 04:17:02,,,,0,0,0,a42e1a92379d1714d95943c952cd99cd, 469 | 1610626,344,2012-02-26 22:05:54,user1234440,2013-02-02 16:50:57,,Canada,,0,31,0,4e7d3a51f5a4c0f59ef9f825e6c9eef3, 470 | 821428,95,2011-06-29 15:28:38,Ariel,2013-02-02 03:59:40,,,,0,2,0,f6fec3c4d0dc019bcaac6330e51b1def, 471 | 329289,3704,2010-04-29 21:24:20,Owen S.,2013-01-31 22:47:03,https://www.paypal.com,"Redwood City, CA",I'm a software engineer with interests in programming languages and music.,82,397,18,ea1536aecadab8356ff5e2d59da6c591,40.0 472 | 807695,3,2011-06-21 03:04:11,simomo,2013-02-01 07:02:37,,,,0,0,0,f055038bc2d5b0c9fae6a1ae4b433066,25.0 473 | 50065,2136,2008-12-30 04:08:20,BioGeek,2013-02-03 01:25:44,http://jeroen.vangoey.be,"Antwerp, Belgium","Just Another Genome Hacker,
474 | 475 |Sadly, my most voted-up answer on Stackoverflow (312 votes) belonged to a question that later got deleted. The question came from a girl that asked for something cute that she could put on the icing of a birthday cake for her programmer boyfriend.
476 | 477 |I suggested that, if her boyfriend is somewhat mathematically inclined, she write the following:
478 | 479 | sin(t) √|cos(t)|
480 | r = __________________ - 2 sin(t) + 2
481 | sin(t) + 7/5
482 |
483 |
484 | If he doesn't get it at first, she could tease him with saying that it is obvious that he should take the polar plot of it. If he still doesn't get it, she should tell him to enter it in WolframAlpha, that should yield the result:
485 | 486 |Language proficiencies:
492 | 493 |Working as Associate Data Scientist
506 | ",0,4,0,bf574d8e0c76d607cb56996f00853eca,26.0 507 | 860421,746,2011-07-24 17:03:17,0xc0de,2013-01-30 12:13:36,http://stackoverflow.com,"Mumbai, India","Always have questions and doubts
508 | ",0,149,15,97cdd615fb5ad5386feb0afef109f161,28.0 509 | 1896737,31,2012-12-12 05:14:29,Tom,2013-02-01 05:51:37,,,,0,0,0,4f5142c0042e9d03b1ddacf576a72abc, 510 | 1033808,13918,2011-11-07 13:20:46,Paul Hiemstra,2013-02-02 21:47:57,http://www.numbertheory.nl,The Netherlands,"A software engineer and scientist from the Netherlands active in scientific software development and data analysis. R is my main programming language, but I also program in Python, C++, and Fortran.
511 | 512 |For more details on my work, publications and software, please checkout my website. In addition, my bitbucket account contains a number of software projects I work on.
513 | ",0,4316,111,3787def319e502a67eda19f621b57f02,31.0 514 | 1297165,96,2012-03-28 04:44:15,dale,2013-02-03 02:19:12,,,,0,2,0,956bde1b7a2417d1fdf3398e6f195b2a, 515 | 1712956,338,2012-10-01 21:02:41,dmcdougall,2013-02-03 01:35:59,http://damon-is-a-geek.com,,,0,14,4,ee646002e51a3c83e01db85ae42187ff, 516 | 99377,5690,2009-05-01 14:24:16,Jon-Eric,2013-02-02 15:45:37,,"Austin, TX",,171,1783,220,0aacc0ba2d06db6e244cdd3b3fdc027f, 517 | 1994810,1,2013-01-20 14:54:45,Rian,2013-02-02 09:56:18,,,,0,0,0,0ec69cae8c3f88ca111103fcea3c4a73, 518 | 1665831,46,2012-09-12 12:58:59,Thomas Vincent,2013-01-29 11:20:56,,,,0,0,0,3d428fdd641e8a482304dd38175fe76f, 519 | 1739375,318,2012-10-11 20:23:11,Christopher Medrela,2013-01-30 17:52:19,,,,0,0,0,018f7cc88bba0cccb7fdf37e37141d2d, 520 | 1170342,26,2012-01-25 23:43:20,euforia,2012-07-06 19:02:48,,,,0,0,0,cb1ae1611ff1b5b9634ed262f192a3fb, 521 | 824425,2064,2011-07-01 07:41:07,Tinctorius,2013-02-02 23:07:24,,,,0,369,109,8fe7abc184431c9bf04e5bb5e1f0d60f,25.0 522 | 660664,1161,2011-03-15 13:36:47,Abe,2013-02-01 17:49:19,http://abegong.com,,,0,333,2,deb24537f2d27bd7fe6e17788cca7848, 523 | 1470442,36,2012-06-20 20:51:16,curlup,2012-09-14 09:18:58,,"Moscow, Russia",,0,0,0,3e34001089f0acb5bdcd75e37dc8705e, 524 | 814907,316,2011-03-11 23:30:37,Mono,2013-02-03 04:35:02,,,,0,79,0,2a92b94b4463036cc80cae081ccb8ecb, 525 | 738785,411,2011-05-04 20:45:40,Ryan O'Neill,2013-02-02 17:50:16,https://twitter.com/ryanoneill,"New York, United States","I code in Python, CoffeeScript/JavaScript, and Scala primarily now. 526 | I listen to Hardcore Music. 527 | I ride a skateboard. 528 | I work at 2U.
529 | ",0,15,1,041b17f61ba567431249962d2aac9f22,35.0 530 | 948652,361,2011-09-16 10:53:20,user948652,2013-02-01 23:47:03,,,,0,19,0,22ed67baa24e475226ef327a818e4ffd, 531 | 1156006,2903,2012-01-18 10:51:59,Thorsten Kranz,2013-02-02 19:17:39,http://www.thorstenkranz.de,"Bonn, Germany","Physicist, worked in neuroscience for many years. Now a professional C# .NET developer.
532 | 533 |But I still kept my passion for Python and open-source projects...
534 | ",0,89,4,fcb8818b3fa3c1b8e782d3dcfabfb816,33.0 535 | 1316786,2429,2012-04-06 05:09:39,Jeff Tratner,2013-02-03 05:10:52,,,,0,544,74,671cbefbe51a03acced16f2fccf9752d, 536 | 1120333,605,2011-12-29 02:34:49,imxylz,2013-02-02 15:18:58,http://xylz.blogjava.net,"Beijing, China","Architect at SOHU.COM
537 | ",0,13,0,4ededd8d25fd4e2603230ddd865bba78, 538 | 1256624,11093,2012-03-08 09:18:10,dbaupp,2013-02-03 00:51:08,http://dbaupp.github.com,,"Here to learn!
539 | ",0,2985,110,b99d14662c140a67ebbc71eb17149d12, 540 | 709479,70,2011-04-15 08:47:40,fickludd,2013-02-01 13:46:53,,,"My about me is currently blank.
541 | ",0,91,0,35cfbc2cb26456518f5110360ddb227e,28.0 542 | 541038,7974,2010-12-13 20:25:48,Joran Beasley,2013-02-03 05:28:15,,,,0,851,34,a3a82559ae1ee7ec304fdbae095f063c, 543 | 1574687,96,2012-08-03 16:35:07,Brian Keegan,2013-02-01 22:18:45,http://www.brianckeegan.com,"Cambridge, MA","Post-doc in computational social science at Northeastern University studying behavioral dynamics on online communities. Interested in network analysis, time series, online experiments, and data visualization.
544 | ",0,13,0,17d89baa5efbcc070e1d634c3d6c049e,29.0 545 | 1221924,73,2012-02-20 20:09:05,Dan Allan,2013-02-03 00:19:03,http://www.danallan.com,"Baltimore, MD","PhD student studying soft matter physics at Johns Hopkins University
546 | ",0,26,0,f54c6896f32653516c994bfcb12b704a, 547 | 60711,37371,2009-01-30 17:07:35,vartec,2013-02-02 16:05:32,http://careers.stackoverflow.com/vartec,"Amsterdam, The Netherlands",,2157,428,176,0b4fa970be41e2286c39f5b0167e6d9d,37.0 548 | 279627,90927,2010-02-23 15:55:08,Sven Marnach,2012-12-31 23:38:27,http://marnach.net,"St Andrews, United Kingdom","Mathematician and software engineer.
549 | 550 |You can contact me at sven (at) marnach (dot) net.
I'm German, and English is not my first language, so feel free to edit out language mistakes in my posts to help me improve my English.
553 | ",383,2630,122,2dceea858ad8f1577bec6ddaa0485d15,36.0 554 | 2260,20434,2008-08-21 11:39:22,Daren Thomas,2013-01-31 13:38:03,http://darenatwork.blogspot.com,Switzerland,"Just another Python Hacker ;)
555 | ",773,1920,42,7adfa37e16d44badfc22e2b1d9a78bca,33.0 556 | 854739,766,2011-07-20 20:29:21,mikebmassey,2013-02-02 17:40:38,http://Itsprivate...,"Charlotte, NC","I'm a analytics guy for a financial company. Passionate about new technology. Trying to simultaneously learn 5 different programming languages and failing at all of them...
557 | ",0,242,3,61af09414341715d110f08b7505fe114,35.0 558 | 1902440,11,2012-12-13 22:09:18,Artem Kisel,2012-12-21 00:37:16,,,,0,0,0,c277a428883587a3b7e88e3b1bc1a2ad, 559 | 551449,4958,2010-11-05 21:49:47,eyquem,2012-12-14 16:49:46,,,,77,208,1,aa73ded506f1dbec1741ff79856d4073, 560 | 1925847,85,2012-12-24 02:58:02,JOHANNES_NYÅTT,2013-01-14 03:06:02,,"Oslo, Norway","I am study the comeputer science at oslo university
561 | ",0,4,0,1239498345073a951436aa9b0bbe68f1, 562 | 1804537,31,2012-11-06 22:22:13,Dimitris,2013-02-02 20:57:56,,,,0,0,0,1149458f26546c3cef75b183415352a1,39.0 563 | 34088,99466,2008-11-04 11:46:49,Aaron Digulla,2013-02-01 14:57:04,http://blog.pdark.de/,Switzerland,I'm a software developer living in Switzerland. You can reach me at digulla at hepe dot com.,3195,6383,116,8a4d6f03a8879432d8563aefbf48e787, 564 | 1204143,17520,2012-02-11 18:26:55,nneonneo,2013-02-03 04:28:06,http://nneonneo.vgoc.info,"Saskatoon, Canada","PhD student, occasional hacker.
565 | 566 |I've worked with a lot of random stuff over the years, and I enjoy learning new things.
567 | ",0,802,369,5ca341b160687d99b1317859f91054ee,24.0 568 | 1772165,16,2012-10-24 18:51:26,Timmie,2012-11-08 22:13:35,,,,0,0,0,6f3cb304671ae5b6ea04dfe0e7948651, 569 | 1676378,116,2012-09-16 23:49:30,cxrodgers,2013-02-03 00:54:54,,"San Francisco, CA","merge keep
570 | ",0,5,0,5c8e873fb274a71d63ab995217d89809, 571 | 684543,43,2011-03-30 18:57:44,GBadge,2013-02-01 19:47:38,,,,0,33,0,ab0acfdca2f52bd204780ed1be5247fc, 572 | 1719510,299,2012-10-04 09:07:01,marou,2013-01-04 08:54:57,,,,0,46,0,fbcf2a43a57d8923e597200b9855d50b, 573 | 1529852,43,2012-07-16 19:17:43,mspadaccino,2013-01-27 18:57:06,,,,0,12,0,9279ecf4632cda39514483cfebd3d4eb, 574 | 1604257,186,2012-08-16 19:51:56,spiralx,2013-01-10 15:38:34,,"London, United Kingdom",,0,9,1,8459fb849e873d1a461557b5f545257f,36.0 575 | 649167,450,2011-03-08 03:11:16,knite,2013-02-02 02:21:13,,,,0,39,1,e56e7f730847a9d1ebb6b7669a83e003, 576 | 1331457,2461,2012-04-13 11:32:33,cmh,2013-02-02 21:43:09,,,,0,259,35,abbb3c1585cf679c1d08385c729757fc, 577 | 1460341,89,2012-06-16 08:14:10,tweet,2012-06-28 06:12:59,,,,0,1,0,0c9f48f91b32f21378e41376d850c006, 578 | 1546337,1,2012-07-23 16:01:43,Patrick Stewart,2013-01-31 15:18:20,,,,0,0,0,05cf4f26b6ecf3a8d3e1c6375819a418, 579 | 1563557,75,2012-07-30 16:34:36,BKay,2013-02-03 00:02:45,https://sites.google.com/site/benjaminkay/home,USA,"Economist
580 | ",0,10,0,377c704b552b6bc552027c215c62403d, 581 | 403310,9878,2010-07-27 11:28:52,Matthew Dowle,2013-02-02 19:55:40,,,"I am the main author of R's data.table package.
http://datatable.r-forge.r-project.org/
584 | 585 | 586 | ",3,1477,32,359ff988905f21fd667c9a616f3a54a5, 587 | 975979,1036,2011-10-03 02:16:04,gcalmettes,2013-02-01 15:37:31,,Los Angeles,,0,55,0,80bb58c5a31c66946b4bb4278096e63f, 588 | 181772,13926,2009-09-30 11:51:21,andrew cooke,2013-02-03 00:45:50,http://www.acooke.org,"Santiago, Chile","I work on projects that mix computing and physics - I have a pile of experience as a software engineer, but my education, way back in the day, was as an astronomer. And it was research in astronomy that first took me to Chile, where I now live. So I telecommute from Santiago, working with companies in the USA and UK. Currently I'm part of a small team developing software related to geophysics - I guess you could call it a consultancy, but really we're just people that understand what you need and then - importantly! - make it.
589 | 590 |Some of my favourite answers:
591 | 592 |In every case I learnt something new, which is what's so good about this site :)
600 | ",99,814,95,03d9445ceed1c27bc651479a9dc2beae, 601 | 1337342,41,2012-04-16 21:46:44,sbraden,2012-10-24 05:27:24,,,"Scientist.
602 | ",0,0,0,fd45e1765f60ab55b70ab1e1e98fcd3e, 603 | 943044,169,2011-09-13 17:10:13,mlgill,2013-02-02 17:16:48,,"New York, United States","Biophysicist. Python fanatic.
604 | ",0,12,0,d02deaa6e019c0b22051fd8d62ff311c, 605 | 1658227,241,2012-09-09 14:13:59,ljk07,2013-02-02 22:32:04,,,,0,1,0,25c6170e898c3dfe1612b52ec0186e89, 606 | 128580,871,2009-06-25 02:53:58,duckworthd,2013-02-03 04:15:20,,,,41,56,6,3bc530a80bd7c88a69bebb49acf5b925, 607 | 170005,593,2009-09-08 06:54:49,fixxxer,2013-02-01 13:13:11,http://iamairborne.wordpress.com,,,89,22,2,6f798bceabf532bf6654f760d4d44552, 608 | 1583083,40,2012-08-07 21:08:02,ultra909,2013-02-01 14:54:57,,Europe,,0,3,0,8fec7964af235ae0e66e8e7f3c981cac, 609 | 938949,3313,2011-09-11 07:35:25,minrk,2013-02-03 04:04:03,https://www.github.com/minrk,"Berkeley, CA","IPython and PyZMQ
610 | ",0,27,3,d5b897c37001627c2e3ad3c1e8a7e6fb, 611 | 1931388,21,2012-12-27 06:32:31,Eric Moyer,2013-02-02 05:57:20,,,,0,0,0,9c882601b9724baf79f6ae0b3b426591, 612 | 999346,1598,2011-10-17 14:24:41,luke14free,2013-02-02 17:37:41,,"Milan, Italy","I'm an international economics student at Bocconi University.
My passions are data crunching and quantitative finance.
Currently interning at Google as Enterprise Sales Engineer.
Slowing converting from Stack Overflow lurker into a contributing member.
615 | ",0,176,7,0efdfbc3d7c390992c3525ca5a23d277, 616 | 241515,540,2009-12-31 12:14:24,Einar,2013-02-01 16:35:13,http://www.dennogumi.org,,,12,30,0,61a559e14e68d7a059ddb4a071cb2f4b, 617 | 401828,2528,2010-07-25 23:45:11,heltonbiker,2013-02-03 00:39:11,,"Porto Alegre, Brazil","I am an ex-physician, have studied mechanical engineering for a while, and have a master degree in product design.
618 | 619 |Now I work designing diagnostic equipment (surface EMG, posturography, pedobarography), dealing with system requirements, data visualization, and GUI design, and the like.
620 | 621 |I am also a die-hard cyclist, be it trails (not much nowadays), off-road, commuting, touring or randonneuring. Besides, I have deep interests in bike design and mechanics.
622 | ",6,696,11,ea104f2947e580667d15b7403829b1ec,35.0 623 | 18950,2112,2008-09-19 15:12:26,David Eyk,2013-02-02 00:16:48,http://eykd.net,"Vancouver, WA","Jack of all trades, master of webs.
624 | 625 |Asking all the wrong questions since I started teaching myself how to program Applesoft Basic in 1988. Continuing the tradition since joining SO in 2009.
626 | ",92,204,16,686ec45fbd9e3c29e48dd3c6d1dd2120,33.0 627 | 271616,44710,2010-02-12 05:39:33,Joshua Ulrich,2013-02-03 03:09:44,http://www.fosstrading.com,"St Louis, MO","My formal education is in economics. My programming skills and computer knowledge are self-taught. I have an uncanny ability to find answers to questions outside my immediate expertise. I have a deep love of learning and I enjoy building / fixing all kinds of things -- software, computer hardware, engines, etc.
628 | ",214,3215,192,780efa18d6ac335453cddf3713f55b3a,32.0 629 | 1777562,283,2012-10-26 15:30:44,adray,2013-02-01 12:29:56,,Russia,,0,9,0,bbdc084c730ac46ed4e57a77eb2115ae, 630 | 763505,4881,2011-05-20 23:06:01,Hyperboreus,2013-02-03 05:31:29,,,,0,77,46,644fe0bb5b77be120c656fa10fa339cd, 631 | 544059,385,2010-06-01 23:06:49,kermit666,2013-02-02 09:57:32,http://kermit.epska.org,"Zagreb, Croatia","A programmer who adores Ubuntu, Python and open source in general. Currently pursuing a PhD in cloud computing energy efficiency. I am also interested in AI and the scientific approach to data analysis.
632 | 633 |In my free time I draw, take photos and play the electric guitar.
634 | ",4,150,2,7874898d532b989d3a1108cade372cd2,25.0 635 | 617711,5294,2011-02-15 12:02:37,Rob Wouters,2013-02-01 19:14:40,,,,0,196,10,5a040f2329fa0bf73a2f589bba26aaee, 636 | 865662,380,2011-07-27 14:44:03,jbssm,2013-02-02 10:56:12,,Portugal,"I'm an Astrophysicist researcher in the field of solar atmosphere and heliospherical particle propagation.
637 | ",0,19,2,e2f0a2591abd6abbe073d5f3dd639d2b, 638 | 1405399,166,2012-05-19 17:28:26,Iliyan Bobev,2013-02-01 19:07:35,http://http:eigri.com,"Sofia, Bulgaria","I am awesome!
639 | ",0,12,0,9088b0b64f2782fcd2dbd4ad3eff4469,32.0 640 | 1172125,286,2012-01-26 20:05:13,BernardoFire,2013-01-29 00:15:18,,Brazil,,0,33,1,82b341477c74888442fe70db563dac26,17.0 641 | 1583620,21,2012-08-08 05:03:43,nat,2013-01-29 23:51:58,,,,0,0,0,9a6f26c6aac9b3c071504070bcf642e7, 642 | 1643773,166,2012-09-03 12:44:03,Colin O'Coal,2013-01-25 12:47:54,,,"Hello everybody and feel welcome to my profile.
643 | 644 |My name isn't really Colin O'Coal, but it's an acronym on which I'm posting and working in several computer and science fields, community groups and projects in the web.
645 | 646 |I'm a german software architect and consultant working in differe branches (financing, insurance, manufacture, telecommunication, maintenance, government offices and so on), primary in the enterprise segment. But sometimes also for small and medium business clients.
647 | 648 |My major and preferred technologies/programming languages are:
649 | 650 |But I'm also at home with dozen of other languages (PHP, Lua, Perl, C, C++, ...) and techologies (DBMS, Mobile Devices, Server-Client, ModelDrivenDevelopment, AgileDevelopmentMethodologies, ...).
657 | 658 |So if you have question -> you're welcome everytime and just feel free to ask :-).
659 | 660 |-Colin-
661 | ",0,9,0,b878f1497435f5686f4214651d7fb861, 662 | 1988295,21,2013-01-17 19:25:39,user1988295,2013-02-02 09:42:20,,,,0,2,0,d721caa922ae7a21ce16e68093f5bbd8, 663 | 688693,43,2011-04-02 06:56:45,lmw.,2013-01-30 19:30:21,,,,0,3,0,79bb211879cf8f33d8e9a119a61d4aab, 664 | 812933,548,2011-06-23 19:19:26,Griffin,2013-01-29 22:56:07,,"Jacksonville, FL","I am a computer programmer; it is what I do, all that I do. I feel no pity, nor remorse, nor fear, and I absolutely will not stop until I am dead.
665 | ",0,67,5,e173e203396e8e9c23a772ce5662670c,38.0 666 | 126214,34737,2009-06-20 15:37:51,Lennart Regebro,2013-02-02 14:43:53,http://regebro.wordpress.com/,"Kraków, Poland","Python developer and entrepreneur, author of Porting to Python 3.
667 | 668 |All your Python 3 needs fulfilled! Python, Plone, small and large. CV.
669 | 670 |regebro@gmail.com
671 | ",1305,2785,597,9ff70f96fa67c2a3c80ecf0486138bc2,47.0 672 | 87189,43997,2009-04-05 00:28:59,tadman,2013-02-03 02:15:36,http://tadman.ca/,"Toronto, Canada","""You need to realize that when you practice from the state of the 673 | beginner all the way to the stage of immutable wisdom, then you must 674 | go back to the status of the beginner again. 675 |
""Let me explain in terms of programming. As a beginner you know nothing of statements or regular expressions, so you have nothing in yourself 676 | to dwell on mentally. If someone asks you to program, you just program 677 | without thinking of anything. 678 |
""Then, when you learn various things like classes, how to wield a regular expression, where to place your attention, and so on, your 679 | mind lingers on various points, so you find yourself all tangled up 680 | when you try to code. 681 |
""But if you practice day after day and month after month, eventually statements and structure don't hang on your mind anymore, 682 | and you are like a beginner who knows nothing."" 683 |
–– A modernized version of Takuan Soho's teachings.
684 | ",300,3312,222,98e7d6edce863e7a1bf8199b082eb25e,38.0 685 | 748858,41850,2011-02-23 15:37:06,mgilson,2013-02-03 04:08:23,http://None,New Hampshire,"I'm an fortran (sometimes C) and python programmer. I am interested in computational physics and like to write code. I am also an avid gnuplot user. To learn python I wrote a wrapper/interface around gnuplot called pygnuplot (Note, not gnuplot-py). It is available on sourceforge. If you're interested in using it, let me know and I'll try to help.
686 | 687 |I would really like to earn a silver gnuplot badge so upvote my gnuplot answers if you think they're worthwhile ;-)
688 | 689 |~Matt
690 | ",0,2351,62,56e4b8a3291c8dd57978c0c1dcfe056f,28.0 691 | 482420,1810,2010-10-21 00:55:37,DaveP,2013-02-02 22:11:19,,,,15,144,9,68f69cfaf811aa686db443bf236103f3, 692 | 1341437,11,2012-04-18 13:16:31,craigts,2013-02-01 22:36:33,,,,0,0,0,8a32172c021156d40009bc9166a0a414, 693 | 1984745,319,2013-01-16 18:26:00,gbronner,2013-02-02 06:55:31,,,,0,6,0,f0a9ab8d76ab478d1569e2be953399a2, 694 | 442595,126,2010-09-08 15:50:03,Neodawn,2013-01-21 08:59:52,,,,3,38,0,7848fc5b029c5c296663736ac57db2b6, 695 | 711017,1613,2011-04-16 09:31:10,Abhranil Das,2013-01-30 15:36:48,http://www.iiserk.net/~abhra,"Kolkata, India","From Kolkata, India. Currently a Physics undergrad. I'm into programming, web development, graphic design, writing, photography, playing drums, football and swimming.
696 | 697 | 698 | ",0,242,59,48219d87a322783ff624086ccb1567a0,24.0 699 | 334755,2287,2010-05-06 18:53:39,Richard Herron,2013-02-02 18:31:06,,,"finance PhD student
700 | ",69,877,11,c17eb5c79a66a4aa7ae6a13b3a4a7374,35.0 701 | 645212,117,2011-03-04 18:04:39,Arthur B.,2013-02-01 23:26:07,,,,0,5,0,f6861276a07a4dca092ac33d1a67bea2, 702 | 1119345,448,2011-12-28 13:15:47,Eero Aaltonen,2013-02-01 14:31:58,,,,0,55,3,044b4a5873ac75a7bde3d51af15fb6c8, 703 | 918447,405,2011-08-29 19:41:16,David Morton,2013-02-02 23:11:32,http://www.linkedin.com/pub/david-morton/0/22/94b?trk=shareTw,San Francisco Bay Area,"Passionate about writing kick-ass software
704 | ",0,14,2,3be5243f30709ab610760192ce00ad94,35.0 705 | 1374969,54,2012-05-04 12:44:42,user1374969,2013-01-30 21:22:48,,,,0,6,0,52b73e4441b89b0f28eb27f99c86ad5c, 706 | 1298998,21,2012-03-28 18:36:14,zarthur,2013-02-02 18:32:46,,,,0,15,0,aa14e32f6e60530f80b665db9d316fae, 707 | 1460614,458,2012-06-16 12:32:25,RParadox,2013-02-01 08:13:26,,,,0,61,9,aacaddf31431172e948492c312d43a94, 708 | 1741450,1225,2012-10-12 14:30:19,georgesl,2013-01-04 19:36:52,,,,0,137,2,f7900ed57a92b336effd879fa61de226, 709 | 1214880,206,2012-02-16 21:25:26,Austin,2013-02-01 17:05:02,http://austingibbons.com,California,"I am a master's student at Stanford studying massively scalable data science.
710 | ",0,46,2,800685f29fe9f1cd946c5c3d15f60fed,23.0 711 | 721432,149,2011-04-23 04:56:38,Amyunimus,2013-02-01 19:57:32,http://pantheon.yale.edu/~ejw3/,"New Haven, CT","I'm a graduate student at Yale University studying visual cognition. I'm interested in what visual information we can acquire without conscious awareness, and how awareness contributes to representing information in the brain. I'm also interested in disambiguating how neural populations encode different types of information using methods like fMRI adaptation and multi-voxel pattern analysis.
712 | ",0,90,0,e63337e329e6991cda15a5b656f00890,28.0 713 | 1784138,1030,2012-10-29 21:51:33,EnricoGiampieri,2013-02-02 12:50:00,http://sanlucapython.blogspot.it/,"Bologna, Italy","I am a post-doctoral fellow in bio-physics, and four years ago, after some C++ and java painful programming, I discovered python and completetly fell in love with it.
714 | 715 |I use it everyday for numerical crunching and data analysis, and I'm slowly starting to feel that I know what I'm doing...so I've decided to have some fun and help here on stackoverflow, where I've found an answer to countless question.
716 | ",0,42,0,db767202714f84472318dc67c6502026,30.0 717 | 189418,849,2009-10-13 21:13:29,jonnat,2013-02-02 06:09:05,,,,0,198,16,77c9e732921aac0466d328b60c41c0e3, 718 | 1426056,760,2012-05-30 12:47:54,waitingkuo,2013-02-02 14:10:01,http://waitingkuo.blogspot.com,Taiwan,,0,29,4,3ac815b6fca201737db888a28efd7248, 719 | 1108941,97,2011-12-21 01:09:51,Victor K,2013-01-29 11:43:31,,Moscow,,0,6,0,9d187a0e9dec631387c327a9642c2e62, 720 | 24718,10377,2008-10-03 02:51:44,monkut,2013-02-03 00:02:43,http://monkut.webfactional.com/,Japan,"Grew up with macs, my dad brought home an old Lisa from work that was ""my"" first computer.
721 | 722 |Didn't really get started into anything other than games until a friend introduced me to the BBS scene and lent me my first 1200 baud modem. I had my own BBS running renegade within the year and a sparkling new 14.4 modem.
723 | 724 |First programmed with BASIC on the apple ][, studied Pascal, and C++. Picked-up perl and python at work. Pretty much any coding I do now is in python.
725 | ",365,927,11,41cf21bb4bd9c12edb82ff624ed363a3,37.0 726 | 724873,41,2010-05-21 12:16:14,Maciek D.,2013-02-02 15:13:53,,,,0,4,0,74cbd8b2925ff617c03e1ab7cf70f962, 727 | 1569050,159,2012-08-01 15:33:09,user1569050,2013-02-01 17:06:10,,,,0,20,0,15c2823fa70bab6d353576cf3d15deac, 728 | 31335,150,2008-10-24 22:01:27,PhE,2012-11-30 14:08:28,,,,5,6,0,f469e2a39924905f0ef1563b75d3612b, 729 | 623735,738,2011-02-18 20:07:03,hobs,2013-02-03 01:11:10,http://totalgood.com,"Portland, OR","Former robotics engineer converted to web developer and opensource contributor--mostly in Python and PHP. I enjoy automating drudgery and augmenting human decision-making with software.
730 | ",0,470,1,8eb2d80a35122171463f423eeec7bfa4, 731 | 1523170,1,2012-07-13 09:38:23,user1523170,2013-01-31 19:47:39,,,,0,0,0,0b180e896d2603af4b3d05f11ad54864, 732 | 325565,31701,2010-04-25 21:22:39,Joe Kington,2013-02-03 04:38:32,http://stackoverflow.com/users/325565/joe-kington,"Houston, TX","I'm a geoscientist who pretends to be a software developer sometimes. (Or maybe it's the other way around?)
733 | 734 |In my free time, I like to solve interesting quantitative/scientific problems using python.
735 | 736 |I like bad coffee, local beer, and good food. I'm not so keen on shoes, but they make me wear them these days...
737 | ",364,5372,0,342bd0a61c7081db529c856d3bcd9545,31.0 738 | 121704,1577,2009-06-12 00:26:25,ariddell,2013-01-28 21:39:26,http://ariddell.org,,,14,74,1,e6efe1585177a01d842d3d03d8c9d54b, 739 | 393304,896,2010-07-15 22:36:13,del,2013-02-02 09:05:42,http://cordiner.net/,"Sydney, Australia",,10,95,58,faa20564a3f3fef64b7bf18d37f50554,31.0 740 | 428007,8,2010-08-23 03:27:43,rocketman,2013-01-24 17:59:05,,,,0,0,0,01d89cbe17a53cfa87629a407e23b8c3, 741 | 1454120,11,2012-06-13 15:42:31,Aaron,2012-08-21 18:58:01,http://aaronireland.net,,,0,0,0,d637ec6885bdef519285c6023bce6866, 742 | 366335,1836,2010-06-14 13:00:55,beargle,2013-02-01 22:17:02,,"Austin, TX",,0,1034,1,6eb313bc2eae19707343e2a239cd5d98,28.0 743 | 37751,14919,2008-11-14 18:18:35,JD Long,2013-01-30 19:35:25,https://plus.google.com/107121399840634452924/posts,Bermuda,"Only slightly ashamed creator of disgusting and frustrating code. I'm a data guy not a programmer. But sometimes I have to program my data into submission. I can most easily be tracked down at Google+.
744 | ",933,1484,38,64e68f4bc06b00aa27c9a0ec4c731130,41.0 745 | 1743507,96,2012-10-13 14:25:22,Dani Arribas-Bel,2013-01-29 08:22:57,,,,0,0,0,b436dc3bed2feb571bfcef1a62446be2, 746 | 886608,1326,2011-08-09 19:03:13,Ngure Nyaga,2013-01-31 13:54:39,http://ngurenyaga.org,"Nairobi, Kenya","I am a Kenyan technology enthusiast and entrepreneur. My formal training is as a medical doctor, but my passion - and aptitude - for technology was too great to be suppressed.
747 | 748 |I am presently the CTO of eLab Services(K) Limited - a startup that is working at the boundary between healthcare, finance and technology.
749 | ",0,514,4,541a6dc762b31dc2316d97a5c9e915b4,27.0 750 | 515392,396,2010-11-21 20:59:15,Taro Sato,2013-02-02 00:18:52,http://okomestudio.net,"San Francisco, CA","I've been programming on and off for quite some time. Started with BASIC with assembly on 8-bit machine (called MSX...). Then I moved on to Perl, C++, C, and finally Python. Now I work in science and do programming for scientific data analysis. I occasionally help people with Japanese since, well, I am Japanese. How I wish I could go back to Japan!!
751 | 752 |I am available for freelance work in software programming (using Python/SciPy/NumPy/Matplotlib and C/C++ for low level stuff) and English-Japanese translation, as well as other engagements if they are actually interesting.
753 | ",1,30,2,6c5ff5134b0dbeeef4b84fcc002e8ffd, 754 | 1356142,177,2012-04-25 12:14:54,azorius,2013-02-01 19:09:00,,,,0,11,0,5b9087a6b8231a32d51cf2df4cb4e16c, 755 | 958118,146,2011-09-22 01:33:43,velotron,2013-02-03 04:36:54,http://velotronheavyindustries.com,"Seattle, WA","Welcome to the Knee of the Curve.
756 | ",0,28,0,aac37c9f3e640dc3f7a79585e7bdd7bd, 757 | 1361822,1250,2012-04-27 18:49:02,bogatron,2013-02-03 00:08:19,,,,0,16,1,273deb3577b8c3aa4d669528784b3e12, 758 | 874042,650,2011-08-02 06:57:36,Vinayak Kolagi,2013-01-31 11:45:10,,Bangalore," 759 | ",0,28,3,0dce026610bea5837f2df89d7ede033d,27.0 760 | 21945,6564,2008-09-25 00:28:14,mhawke,2013-02-02 12:56:34,,,,153,335,37,9e115a5a6026ad35cf930068fbf68e9f, 761 | 250839,256,2010-01-14 15:46:42,Johann Hibschman,2013-02-01 19:18:20,,"New York, NY",,6,4,0,968afbf6585bc7fe0db62bafd234fb07, 762 | 1547619,462,2012-07-24 05:15:28,Lenna,2013-02-01 22:19:38,http://github.com/lennax,United States,,0,45,2,e461aafacc3a294b9e21b213f52c02fd, 763 | 1325447,527,2012-04-11 01:44:03,roysc,2013-02-03 04:23:24,,,"Too much typing.
764 | ",0,203,2,c147b0b3321dd12424d88876f8b7c820, 765 | 1417317,328,2012-05-25 11:52:50,Alexander Stefanov,2012-12-11 16:38:37,,Bulgaria,"Python programmer
766 | ",0,22,1,b8981f67b79b0ad9ba0f6c1173a92841, 767 | -------------------------------------------------------------------------------- /data/PandasUsers.csv: -------------------------------------------------------------------------------- 1 | Id,Reputation,CreationDate,DisplayName,LastAccessDate,WebsiteUrl,Location,AboutMe,Views,UpVotes,DownVotes,EmailHash,Age 2 | 1843099,100,2012-11-21 19:25:04,user1843099,2013-02-03 03:46:50,,,,0,16,0,17a9c54b937f8b505dcb3b0b5b34cbb6, 3 | 854739,766,2011-07-20 20:29:21,mikebmassey,2013-02-02 17:40:38,http://Itsprivate...,"Charlotte, NC","I'm a analytics guy for a financial company. Passionate about new technology. Trying to simultaneously learn 5 different programming languages and failing at all of them...
4 | ",0,242,3,61af09414341715d110f08b7505fe114,35.0 5 | 1479269,472,2012-06-25 07:10:33,dmvianna,2013-01-31 10:20:43,,"Melbourne, Australia","Former neuroscientist now data analyst.
6 | ",0,179,0,c8d6345c6e01f0f4ce8acf0792d7769c,40.0 7 | 1642513,188,2012-09-02 23:31:24,ezbentley,2013-02-03 04:49:57,,,,0,14,0,e66e5cadc1a23459dd5e1067ef4f2172, 8 | 1993029,13,2013-01-19 14:36:18,Ralph,2013-02-01 17:26:24,,,,0,0,0,0b189bb8513fee84fc3f2506e42789f9, 9 | 995182,50,2011-10-14 10:04:28,Evan Davey,2013-02-02 16:52:19,http://www.getoutsideandlive.com,,"available for hire, project by project or longer-term contract
natural and respected mentor-style leader, highly presentable
expertise in portfolio management (has managed money market and fixed income portfolios > AUD4b), financial analysis, quant management / trading, economic analysis, sales and marketing
perfectly positioned to understand and communicate needs of front, middle and back office
trained in C, but programs in multiple languages such as python, java, visual basic...
experienced in maths libraries matlab/octave, numpy
experienced in electronic design, embedded systems, digital design
experienced in software engineering principles and practise, artificial intelligence, machine learning, sql
Chartered Financial Analyst (CFA) holder, Bachelor of Engineering (Honours,EE), Bachelor of Commerce
Quantitative researcher focusing on statistics and machine learning methods in finance. Primarily use R, C++, Python, various databases (including OneTick and KDB), and LaTeX on a daily basis.
24 | 25 |Too much typing.
33 | ",0,203,2,c147b0b3321dd12424d88876f8b7c820, 34 | 1633204,20,2012-08-29 12:39:44,RJCL,2013-01-28 15:59:37,,,,0,0,0,e6582a33bacdc716162ce80691266cc1, 35 | 31335,150,2008-10-24 22:01:27,PhE,2012-11-30 14:08:28,,,,5,6,0,f469e2a39924905f0ef1563b75d3612b, 36 | 3917,718,2008-08-31 21:39:18,Martin C. Martin,2013-02-01 21:24:04,http://www.martincmartin.com,"Boston, MA",,12,47,6,91cbf94fa69798898a7fec53457fbe49, 37 | 241515,540,2009-12-31 12:14:24,Einar,2013-02-01 16:35:13,http://www.dennogumi.org,,,12,30,0,61a559e14e68d7a059ddb4a071cb2f4b, 38 | 218808,155,2009-11-25 17:19:58,javier,2013-02-03 01:05:08,,,,6,18,0,ac1565addbcb123c5b7e5d6b9f959ba5, 39 | 1438637,185,2012-06-06 01:29:55,ChrisArmstrong,2013-02-02 23:10:55,,,,0,14,0,a86c35ea56cb4693bccb69cbbd5f683d, 40 | 761492,511,2011-05-19 17:05:57,enedene,2013-01-31 21:34:34,,Croatia,,0,246,0,58f769c068daef6cb980791f25d7b47b,31.0 41 | 1755432,765,2012-10-18 07:05:45,Rutger Kassies,2013-02-02 14:46:33,,,,0,10,0,6d648f8f0e0f6d9c7f4e347369000eb8, 42 | 1952043,18,2013-01-06 00:31:57,user1952043,2013-02-01 16:57:36,,,,0,8,0,cbb42bf14b0765a5584c44e5b2778a1b, 43 | 1579844,196,2012-08-06 16:41:21,Yariv,2013-02-03 05:18:50,,,,0,73,0,dd7077d4aa86f4a55994753ec0ac9917, 44 | 1186611,207,2012-02-03 03:02:14,vkontori,2013-01-28 05:24:18,,,,0,39,1,6a78eddbaa443b83d6cd0ce0f6f9b111,31.0 45 | 1889418,16,2012-12-09 12:45:57,user1889418,2012-12-31 18:20:06,,,,0,0,0,c46eb3814bc8bb24c1a4d3f3e20d6b12, 46 | 1958327,1,2013-01-08 13:53:55,baozi,2013-02-01 22:30:44,,,,0,0,0,eddf5fce99ab92bf59180a9c60e15868, 47 | 1911092,76,2012-12-17 20:24:45,user1911092,2013-02-01 19:03:51,,,,0,0,0,9c9add9386fb3798cf2e2d2791563eb5, 48 | 1072888,307,2011-11-30 08:00:36,bigbug,2013-02-03 01:13:39,,,,0,39,0,acfd8012a110124f0c6f5551a8a74044, 49 | 1260307,26,2012-03-09 22:33:06,Dylan Cutler,2013-01-25 20:55:17,,,,0,3,0,e27d1dcb09671409a7da62f62c60c7d6, 50 | 442158,258,2010-09-08 07:36:50,chrisfs,2013-02-01 23:43:02,http://nonerightnow,California,,3,121,2,647f7f468d77030120927b6d47525c67,46.0 51 | 1342094,21,2012-04-18 17:30:22,K Raphael,2013-02-01 21:43:19,,,,0,12,0,c1821fa127a3da61de3da1a5bd522723, 52 | 1504774,47,2012-07-05 17:36:01,user1504774,2012-08-28 18:01:38,,,,0,5,0,56a67bd44da99f05dceedfeadf429503, 53 | 1062520,31,2011-11-23 18:23:04,alexhli,2013-02-02 19:59:15,,"Houston, TX",,0,13,0,52df38d7bbe459b6a15b0bbe11e03b9c, 54 | 660664,1161,2011-03-15 13:36:47,Abe,2013-02-01 17:49:19,http://abegong.com,,,0,333,2,deb24537f2d27bd7fe6e17788cca7848, 55 | 1255817,405,2012-03-07 22:16:42,turtle,2013-02-03 04:11:48,,,,0,37,0,9680f28a548dcaa8bfc2946254c5b3dc, 56 | 1709173,120,2012-09-30 02:18:25,user1709173,2013-01-17 02:57:30,,,,0,24,0,565cd68db38cc77814bf52818f0829a3, 57 | 1649335,159,2012-09-05 14:13:35,Curious,2012-12-14 16:42:07,,,,0,19,0,ea4246a3f9a7966bd974d6b283f6e659, 58 | 1696130,45,2012-09-25 03:53:53,cossatot,2013-01-29 18:26:26,,,,0,1,0,543db79ea854c17fc35cbdb45256e92f, 59 | 423825,6,2010-08-18 09:46:33,Vanio,2012-11-19 16:15:37,,,,0,0,0,813c3516ddf79af81b85f02ccf3ad65a, 60 | 1715271,16,2012-10-02 19:30:37,user1715271,2013-02-01 18:49:55,,,,0,9,0,1e45624e383f9144014999dfb03f1b13, 61 | 1533576,21,2012-07-18 04:13:05,mwaskom,2013-02-02 03:57:57,,"Stanford, CA",,0,2,0,7cd43cc3fa88edc6f2dbdad5fcbc85c1, 62 | 283649,40,2010-03-01 13:59:50,languitar,2013-02-01 17:48:44,http://www.semipol.de,,,0,1,0,ef6b56e97afcc90b37c298fcee531295, 63 | 546624,63,2010-12-17 23:13:47,Jeff,2013-02-03 03:18:15,http://www.chromiumblue.net,"Atlanta, GA",,1,1,0,cda3a129ebb1e9f1417d455f3efa150b, 64 | 369541,391,2010-06-17 16:17:01,Abhi,2013-02-01 23:33:51,,,,0,43,0,7a378ad5cb477d4a7c2fa5c83f056fc6, 65 | 1501612,1,2012-07-04 12:46:23,user1501612,2012-07-07 23:36:01,,,,0,0,0,8d39450e77bfb562dfdf56a9b649d64d, 66 | 1064197,47,2011-11-24 15:03:32,Michael RB,2013-02-02 00:01:27,,,,0,10,0,65e01d911ab3d7c83bba77a4614eb060, 67 | 983191,505,2011-10-06 23:58:49,zach,2013-02-02 22:09:01,,,,0,556,0,e560fcc186a4719ccd501fec19cec6dc, 68 | 1661173,348,2012-09-10 20:32:34,tomasz74,2013-02-01 15:22:02,,"Plymouth, United Kingdom","PhD student on Electrical Engineering, Marine Department 69 | Interest: Machine Learning, Mathematics, Statistics, Robotics, Marine Technology
70 | ",0,58,0,92abef883bd0909b26f5b8a25fee6f6f,39.0 71 | 1667967,16,2012-09-13 08:13:14,Code Ninja,2012-11-28 05:34:32,,,,0,1,0,146d85b9b490ddd7f3d06452c6db43b8, 72 | 189418,849,2009-10-13 21:13:29,jonnat,2013-02-02 06:09:05,,,,0,198,16,77c9e732921aac0466d328b60c41c0e3, 73 | 653689,72,2011-03-10 14:13:16,chip,2013-02-02 03:48:19,,Oklahoma,,0,166,0,94ef055c402771b5b01002da84e5863b, 74 | 1859488,33,2012-11-28 10:28:29,ajt,2013-02-01 15:34:46,,"Edinburgh, United Kingdom",,0,1,0,8889a1d283c058aee77f998284afdfce, 75 | 150300,1187,2009-08-04 12:03:18,Samuel,2013-02-01 20:31:48,,,,26,93,2,f839e1769c02e04e7eea6b41e158caf4, 76 | 365781,330,2010-06-13 16:34:21,Yoshi9143,2013-02-01 15:03:42,,,,9,37,0,1ea9cfdc3c0985c9c28a4629d65e6670, 77 | 24718,10377,2008-10-03 02:51:44,monkut,2013-02-03 00:02:43,http://monkut.webfactional.com/,Japan,"Grew up with macs, my dad brought home an old Lisa from work that was ""my"" first computer.
78 | 79 |Didn't really get started into anything other than games until a friend introduced me to the BBS scene and lent me my first 1200 baud modem. I had my own BBS running renegade within the year and a sparkling new 14.4 modem.
80 | 81 |First programmed with BASIC on the apple ][, studied Pascal, and C++. Picked-up perl and python at work. Pretty much any coding I do now is in python.
82 | ",365,927,11,41cf21bb4bd9c12edb82ff624ed363a3,37.0 83 | 1108031,457,2011-12-20 14:26:41,durden2.0,2013-01-31 01:10:37,http://github.com/durden,"Houston, TX","I'm currently a Software Engineer developing applications in Python for the Oil and Gas industry. I was formerly a Software Engineer for a SSD company, Texas Memory Systems, with lots of experience in embedded C and firmware development.
84 | 85 |In my free time I enjoy working on open source web-related technologies in the Python community.
86 | ",0,10,0,207d664c05dca21a3a2649f806ec8f41,30.0 87 | 288558,77,2010-03-08 06:38:21,Wolfgang Kerzendorf,2013-02-02 18:34:57,,,,3,3,0,1d04093195c84a081b7348dcc1b43dd6, 88 | 1410836,35,2012-05-22 17:25:50,MichaelJCox,2013-01-29 21:18:35,,,,0,7,0,edb5880fb7318bd40876f22005cba588, 89 | 287950,386,2010-03-06 21:57:24,ast4,2013-02-02 06:10:20,,,,7,9,0,473be0b6df7973cb8254e5c487912aee, 90 | 248237,1775,2010-01-11 17:06:25,user248237,2013-02-03 02:14:33,,,,131,314,9,d489f536b4f9c27ceed980ff0f119678, 91 | 1289813,6,2012-03-24 10:25:06,user1289813,2012-12-09 22:03:12,,,,0,0,0,3726cce1873ccccab93d617ea470c985, 92 | 599251,373,2011-02-01 23:44:09,mrmagooey,2013-02-03 05:22:41,,Australia,,3,76,2,f261f0cff233403022ecf6b814be96fa,27.0 93 | 250839,256,2010-01-14 15:46:42,Johann Hibschman,2013-02-01 19:18:20,,"New York, NY",,6,4,0,968afbf6585bc7fe0db62bafd234fb07, 94 | 1074057,325,2011-11-30 19:01:49,user1074057,2013-02-03 04:57:41,,,,0,28,0,c647ebc9ca71273319f172239aa99ac7, 95 | 1600653,20,2012-08-15 13:08:10,user1600653,2012-09-21 15:44:14,,,,0,1,0,b4e225fce30e276992c15f4bedd527f2, 96 | 678486,300,2011-03-26 23:20:37,Griffith Rees,2013-02-01 02:42:29,,,,0,32,0,5d88f7ab77d549e75f9ca2f9c061df8e, 97 | 1755173,6,2012-10-18 04:54:09,John 9631,2013-01-22 01:57:54,,,,0,0,0,549a8e26472009485f927a2045395764, 98 | 680232,451,2011-03-28 12:53:26,K.-Michael Aye,2013-02-03 01:03:50,http://www.ess.ucla.edu/people/researchers/694/,"Los Angeles, CA","Space scientist and enthusiast.
99 | ",0,245,7,38cce921e36dd125da3d8b75e6dcd925,41.0 100 | 1872240,18,2012-12-03 10:14:07,Yannan Wang,2013-02-01 11:48:34,,,,0,1,0,f436ade84968954483142abc33220cfa, 101 | 435587,27,2010-08-31 05:52:14,sgt pepper,2013-02-02 05:24:58,,,,0,32,0,523ea775f7296686a2ebd2464311595f, 102 | 1649635,58,2012-09-05 16:06:15,brian_the_bungler,2013-01-31 16:08:55,,"Boston, MA","Work at finding data that illuminates whats going on.
103 | ",0,1,0,d316020b60f0943501d7cd5928391c94, 104 | 814907,316,2011-03-11 23:30:37,Mono,2013-02-03 04:35:02,,,,0,79,0,2a92b94b4463036cc80cae081ccb8ecb, 105 | 428862,866,2010-08-23 21:29:45,Merlin,2013-01-30 19:38:25,,,"its all about me
106 | ",79,189,30,7041b76f657ac8e8d32a72f1b8b5b4bb, 107 | 1427057,11,2012-05-30 21:13:40,user1427057,2012-05-30 22:01:30,,,,0,0,0,eab07abf652012b4f9e96f08badefec2, 108 | 1170342,26,2012-01-25 23:43:20,euforia,2012-07-06 19:02:48,,,,0,0,0,cb1ae1611ff1b5b9634ed262f192a3fb, 109 | 1135883,71,2012-01-07 11:35:18,seumas,2013-02-02 13:40:04,http://flickr.com/photos/jamesm,Isle of Lewis,"Researcher in Marine Energy based at Lews Castle College, University of the Highlands and Islands, Scotland.
110 | 111 | 112 | ",0,26,0,24ed5bf199886ac9889fc40b59f21d8c,31.0 113 | 256664,245,2010-01-22 11:25:11,aagaard,2013-02-02 17:02:47,,Denmark,"Interested in signal processing, software development and unix. I have my primary experience with programming languages, tools, libs, etc. in these areas:
114 | 115 |Languages:
116 | 117 |For making mockups outside MATLAB, I use Python with all its libs.
124 | ",3,9,2,cc7d23617f9d63c76ffe8755554ba810,27.0 125 | 1618041,15,2012-08-22 19:57:37,rhaskett,2013-01-31 17:08:05,,"New York, United States",,0,3,0,5a532f7f1a6acec773e7433446044fb2, 126 | 1490464,49,2012-06-29 06:37:54,msunbot,2013-02-01 23:06:13,,"San Francisco, CA",,0,7,0,d1dbce919569ace40ea179666d52bf00, 127 | 807695,3,2011-06-21 03:04:11,simomo,2013-02-01 07:02:37,,,,0,0,0,f055038bc2d5b0c9fae6a1ae4b433066,25.0 128 | 1367204,35,2012-05-01 05:26:26,user1367204,2013-01-28 02:22:33,,,,0,1,0,eb24ce2c5d3ff481ac1ecba67ff51039, 129 | 942591,134,2011-09-13 13:02:08,Arthur Gerigk,2013-01-16 17:09:34,http://tba,"Berlin, Germany","Online Marketing
130 | ",0,43,0,55c97d525ae7d643818aec9ed4c9b45c, 131 | 1410646,23,2012-05-22 15:50:07,Ben Hussey,2013-01-31 15:11:10,http://blip2.net,"Edinburgh, Scotland",,0,4,0,7ab089e8e42efb282bff6c40a9782cf2,23.0 132 | 1452305,26,2012-06-12 21:29:51,Julio Guzman,2012-07-15 16:18:19,,,,0,0,0,a2d305a1cf7a1bcbab55e60706e2a2cc, 133 | 386327,3726,2010-07-08 07:02:28,DiggyF,2013-02-02 22:51:07,,,,26,208,7,88dd3d41d6c5d9e00c1e0a957ffaea9e, 134 | 1601780,33,2012-08-15 21:47:00,Frank16729,2012-11-07 17:49:57,,,,0,0,0,54532251b4d6450e879cd190bca8a72d, 135 | 656188,445,2011-03-12 00:16:51,Adam Greenhall,2013-02-02 03:31:35,http://adamgreenhall.com,"Seattle, WA",,0,58,0,c923ccc7759451faddbc47537382950e, 136 | 865662,380,2011-07-27 14:44:03,jbssm,2013-02-02 10:56:12,,Portugal,"I'm an Astrophysicist researcher in the field of solar atmosphere and heliospherical particle propagation.
137 | ",0,19,2,e2f0a2591abd6abbe073d5f3dd639d2b, 138 | 993872,358,2011-10-13 16:01:34,Ian Langmore,2013-01-10 19:05:46,http://www.ianlangmore.com,"New York, NY",,0,11,1,cba4b02ca710231516c4827ba92ae610, 139 | 287238,614,2010-03-05 15:32:02,mathtick,2013-02-02 00:18:18,,,"Quantitative modeling, simulation and statistical analysis.",17,103,5,4a2acaa53f994eddb928ea4c9bd45acb, 140 | 1638876,87,2012-08-31 14:01:09,lab_notes,2013-02-02 19:55:36,,,,0,8,0,a3db1ae485040aad4a274149de6445b6, 141 | 899811,279,2011-08-18 03:12:50,Alok,2013-01-24 06:07:57,,Hong Kong,,0,37,1,dd180313b2ecf2c82d4d302b05dc2a00,29.0 142 | 2027051,6,2013-01-30 21:22:07,user2027051,2013-02-02 14:57:27,,,,0,0,0,3afec3ed070f2f171367493acaf8374b, 143 | 114388,2135,2009-05-29 16:12:21,Rafael S. Calsaverini,2013-02-03 00:49:26,http://arsphysica.wordpress.com,"Sao Paulo, Brazil","Physicist, interested in agent-based simulation and statistical physics of models inspired by economic and biological reasoning.
144 | 145 |Programming in C, C++, Haskell and Python.
146 | ",176,194,20,9ed01afca2cc6c4d7d0c4d134fe5bde4,31.0 147 | 1419123,47,2012-05-26 14:34:16,pythOnometrist,2013-01-31 20:36:04,,,,0,22,0,25cb9f9003f69639a4e3054d9aa84b3a, 148 | 1486079,35,2012-06-27 15:06:21,Lionel Roubeyrie,2013-02-01 10:44:11,http://youarealegend.blogspot.com/,France,,0,1,0,52a605cc5d78c871af6f96de5947d41a,37.0 149 | 290443,864,2010-03-10 11:30:44,MikeRand,2013-02-02 18:01:48,http://none,Connecticut,"Financial analyst
150 | ",27,84,1,2f822f8f82def56dc3237cc4ff794e9e,35.0 151 | 567620,4054,2011-01-07 23:55:27,EMS,2013-02-01 22:14:51,http://suitdummy.blogspot.com,"Cambridge, MA","I once launched swi-prolog and asked it a question:
152 | 153 |ely:~/home$ prolog
154 | Welcome to SWI-Prolog (Multi-threaded, 64 bits, Version 5.10.1)
155 | Copyright (c) 1990-2010 University of Amsterdam, VU Amsterdam
156 | SWI-Prolog comes with ABSOLUTELY NO WARRANTY. This is free software,
157 | and you are welcome to redistribute it under certain conditions.
158 | Please visit http://www.swi-prolog.org for details.
159 |
160 | For help, use ?- help(Topic). or ?- apropos(Word).
161 |
162 | ?- love(math) is unrequited.
163 | true.
164 |
165 | ",6,358,63,e0a6cfcaf3e34889b601fd5dbaf1d747,
166 | 1804520,18,2012-11-06 22:12:34,barnybug,2013-02-01 11:31:09,,,,0,0,0,dec91e91a61cf023ae075a7a0f7e207e,
167 | 1915862,65,2012-12-19 12:59:18,rdw,2013-01-30 21:48:34,,,,0,9,0,589dbf341a8df90c7c414e6c1d84a00a,
168 | 26002,2330,2008-10-08 01:44:41,Tim Stewart,2013-02-03 04:57:29,http://timjstewart.blogspot.com,United States,"I've been a software developer since 1994. I play blues guitar. I'm into functional programming, Haskell, Scala, and C#.
169 | 170 |Comments that simply restate the code make me feel like I'm watching an English movie with English subtitles on.
171 | ",186,155,1,4833325f6e1a05021f8c78f60c37cf43,40.0 172 | 1613796,7,2012-08-21 09:32:59,leroygr,2013-02-01 18:55:15,,"Gembloux, Belgium",,0,0,0,c04d8a99614440deb496132db3c4df2a, 173 | 1563867,32,2012-07-30 18:53:27,oliver13,2013-02-01 08:03:12,,,,0,2,0,b7ee893c1561058ee217c55138d9e842, 174 | 1301710,3110,2012-03-29 19:23:17,bmu,2013-02-02 22:18:29,,,"My about me is currently blank.
175 | ",0,975,38,c09e91f8758f4ea83dbaa5e199ebb71a, 176 | 1413778,8,2012-05-23 23:14:11,peoplesparkresident,2012-07-23 19:44:07,,,,0,0,0,90942e21be8f7fc673a9a218e75115f0, 177 | 1555275,36,2012-07-26 15:46:23,Femto Trader,2012-12-01 09:48:14,,,,0,3,0,45d953d993231950278d0f1e380d9b2f, 178 | 1622231,13,2012-08-24 09:44:01,MaM,2012-09-25 10:10:23,,,,0,0,0,51930e41539071450cef5c8b9a6764a1, 179 | 233446,833,2009-12-17 01:26:37,Abiel,2013-02-03 02:21:56,,,,24,11,0,4d081da6daf913c022e7eb7f67703574, 180 | 484596,951,2010-10-22 19:23:40,Aman,2013-02-02 23:00:09,http://amanahuja.me,"Oakland, CA","I'm an independent consultant focused on Business Analysis and Data Science, and I play around with a variety of pet projects. I live in Oakland, California.
181 | ",0,107,2,f715a2328802e1dc40cc211cb9d46804,31.0 182 | 193892,6875,2009-10-21 15:11:03,Amigable Clark Kant,2013-02-02 16:36:14,,,"All my original contributions to StackExchange sites are hereby placed into the public domain. If this is not legally possible, then anyone receiving a copy of them by any means is granted a non-exclusive perpetual license to use, distribute and modify them, and to distribute modifications, under any license or none, with or without attribution. Please note that this license applies only to my original contributions - quoted material and edits by me to existing material on StackExchange sites are not my creations and I cannot grant rights in them.
183 | 184 |signed by yours truly, 185 | the only caped crusader combining Amiga programming skills with the moral philosophy of Immanuel Kant
186 | ",227,6008,157,7e686479dbefa4827628c667fe90053c, 187 | 1675248,13,2012-09-16 06:09:11,Mitkp,2013-02-02 18:20:20,,,,0,0,0,86968d7bd686d8963433b3191b3032e4, 188 | 1569815,28,2012-08-01 21:34:29,aozkan,2013-02-03 01:51:45,,,,0,7,0,c32aad5c2efc5f04e42e7b571ac0ff3e, 189 | 1984745,319,2013-01-16 18:26:00,gbronner,2013-02-02 06:55:31,,,,0,6,0,f0a9ab8d76ab478d1569e2be953399a2, 190 | 1610626,344,2012-02-26 22:05:54,user1234440,2013-02-02 16:50:57,,Canada,,0,31,0,4e7d3a51f5a4c0f59ef9f825e6c9eef3, 191 | 1510463,55,2012-07-08 19:16:01,Claus,2013-01-30 09:48:20,,Germany,"geostatistics, statistics, scientific programming, hydrology, hydrogeology, environmental engineering
192 | ",0,0,0,c4af5d99a4a123c763d97e9495ba3f05, 193 | 464744,57451,2010-10-02 17:47:48,Blender,2013-02-03 05:26:17,,,"Hello.
194 | ",164,1888,141,3dfd6067f4c69986a652444f44bb6d7c,18.0 195 | 1518056,25,2012-07-11 14:17:44,cp151,2013-02-02 14:22:13,,,"Programmer interested in data association. New algorithms and execution time. Feel free to ask anything about C or Python. Really interested in Go language.
196 | ",0,5,0,2043adb2a9ac4bc4eac5f8ec6d58fff1,20.0 197 | 1867185,11,2012-11-30 18:27:01,user1867185,2013-02-02 23:29:50,,,,0,0,0,459252c29c1adcf5a8de9fb185fd2578, 198 | 1652054,32,2012-09-06 13:06:21,user1652054,2012-12-27 09:59:58,,,,0,0,0,d9690ade63080a8baf73b157fe945f12, 199 | 1850663,37,2012-11-25 05:45:01,Brad Fair,2013-01-24 22:36:33,,,,0,4,0,2e973fd6bdc82eaf482a8ef06f355167, 200 | 1524634,10,2012-07-13 20:58:23,user1524634,2013-01-29 22:50:40,,,,0,0,0,1f7b7d2569e54aae5ac823a0b9864b9a, 201 | 1476254,49,2012-06-23 02:14:16,David M,2012-11-26 00:50:26,,,,0,2,0,3002d50de9d6ae613430d4fe9d2df6e5, 202 | 1568919,11,2012-08-01 14:44:53,jf328,2013-02-01 17:49:39,,,,0,0,0,185b1a9657fd81a1808aec8d96a1d0fb, 203 | 1625344,11,2012-08-26 02:53:42,user1625344,2013-02-02 00:53:40,,"Houston, TX",,0,0,0,722e89769acee7a908693dd3659eb306, 204 | 752092,32,2011-05-13 09:24:23,rhkarls,2012-10-03 09:18:09,,,,0,6,0,822e26922c9d42551728878ea1ae9fff, 205 | 1709800,1,2012-09-30 13:05:50,jfg,2012-09-30 20:18:46,,,,0,0,0,405233133830bcc54880bcaf0d2df7ea, 206 | 653364,1746,2011-03-10 10:50:36,joris,2013-02-01 14:37:55,,,,0,104,0,7a7a675bc479a30c1389d4c64f612a95, 207 | 240828,20,2009-12-30 11:27:50,pvncad,2013-01-27 11:53:07,,"Hyderabad, India",,1,3,0,781a5b927f384ef0980f09f4964d9ce8,30.0 208 | 215847,761,2009-11-20 22:15:40,pocketfullofcheese,2013-02-01 22:00:42,http://pkp.sfu.ca/,,,30,105,17,9d9434407b38d995c43ceb59fe6adb5b, 209 | 717636,543,2011-04-20 17:55:30,idris,2013-02-02 00:01:44,http://idris.heroku.com,"Berkeley, CA","Data Scientist
210 | ",0,19,3,f2553f159b71c61146a40302185a6e97, 211 | 142240,4900,2009-07-21 19:02:00,Isaac,2013-02-02 21:42:10,http://www.copperthoughts.com,"New York, United States","Mathematics, neuroscience, data processing.
212 | ",239,808,39,b4b58085246fcf9b8edd088013dd8c63,23.0 213 | 1162837,15,2012-01-21 21:37:23,Jacob Mick,2013-02-03 04:28:33,,,,0,5,0,52b04f58d42f926100ea8d84537993c6, 214 | 1487028,1,2012-06-27 22:10:17,user1487028,2012-10-09 22:08:30,,,,0,0,0,444b256172516e676e32f6b79cd256ac, 215 | 1529898,23,2012-07-16 19:35:35,yayder9990,2012-08-31 17:49:19,,,,0,0,0,2abfa78f955a9712086a1faeb6ebd3b1, 216 | 37751,14919,2008-11-14 18:18:35,JD Long,2013-01-30 19:35:25,https://plus.google.com/107121399840634452924/posts,Bermuda,"Only slightly ashamed creator of disgusting and frustrating code. I'm a data guy not a programmer. But sometimes I have to program my data into submission. I can most easily be tracked down at Google+.
217 | ",933,1484,38,64e68f4bc06b00aa27c9a0ec4c731130,41.0 218 | 1374969,54,2012-05-04 12:44:42,user1374969,2013-01-30 21:22:48,,,,0,6,0,52b73e4441b89b0f28eb27f99c86ad5c, 219 | 1043144,173,2011-11-12 13:16:31,user1043144,2013-02-02 19:37:56,,,,0,3,0,40edd3c52783faf0547cd0fd444a8727, 220 | 386279,601,2010-07-08 06:02:41,Bird Jaguar IV,2013-02-03 04:12:49,,,,0,370,0,6fb982d491ab166e594d066a8f241850, 221 | 1242647,55,2012-03-01 12:32:53,Jose Blanca,2013-02-01 13:43:06,,,,0,19,0,ed9a4574b0178992d6e06567dd55fe1b, 222 | 792849,155,2011-06-10 13:56:10,dailyglen,2013-02-01 18:28:25,,,,0,11,0,2cbc175271c0dbdaf0aa8f68af6c13d4, 223 | 1497828,18,2012-07-03 05:54:11,Lamarth,2013-02-01 01:06:29,,,,0,0,0,bf38d59ab4b5a645fb41589edfd6873b, 224 | 1477436,170,2012-06-23 22:35:19,joelhoro,2012-11-06 15:03:19,,"London, United Kingdom","I'm a quant / programmer and big fan of scripting languages - python in particular.
225 | 226 |Based in London and working as consultant for the financial services industry after having worked many years in banks.
227 | 228 |Trying to implement what I think are the right productivity tools for people in the financial community. Hoping to leverage existing tools and extend them: pandas / iPython / matplotlib.
229 | ",0,6,0,aa718bdc1d4d14a5fd36ef850b2f5af9, 230 | 1201501,11,2012-02-10 07:23:08,user1201501,2013-02-03 03:04:45,,,,0,0,0,552582e336d3c0902a3613446c2c20c6, 231 | 1298051,1,2012-03-28 11:40:03,cbrunos,2012-11-14 09:21:19,,,,0,0,0,0dc0065a3190d5601820f686ff664bb6, 232 | 645212,117,2011-03-04 18:04:39,Arthur B.,2013-02-01 23:26:07,,,,0,5,0,f6861276a07a4dca092ac33d1a67bea2, 233 | 1802883,16,2012-11-06 11:19:57,user1802883,2013-01-30 18:10:04,,,,0,0,0,0316044ff812a62d4a7bc445446a04cf, 234 | 1772265,13,2012-10-24 19:32:14,worldcitizen,2013-01-29 17:18:35,,,,0,0,0,2b9bf5c30fcbf155b00e99b4a4fb5598, 235 | 1515250,10,2012-07-10 15:16:44,user1515250,2013-01-25 10:08:34,,,,0,0,0,abd8bf0a9654a78e35acab69f15a62cc, 236 | 1907561,18,2012-12-16 08:47:47,user1907561,2013-01-25 14:03:53,,,,0,0,0,7eb98825362aef7bfe24f12839b7ed35, 237 | 1937003,43,2012-12-29 19:43:37,Manuel Zompetta,2013-02-01 17:43:45,,,,0,7,0,467163de2857b84549782d9eb4c867ce, 238 | 64421,1797,2009-02-10 03:51:45,Ben McCann,2013-02-03 05:19:24,http://www.benmccann.com,California,,55,54,12,c4a554af6a69c9e706a288bcc36b964e,29.0 239 | 1400991,40,2012-05-17 12:36:10,Ross R,2013-01-31 23:13:39,,"Seattle, WA",,0,4,0,fbd383e4377eff8b70b5741f71ca7a9e,45.0 240 | 1039553,28,2011-11-10 10:34:46,jason,2012-11-15 10:08:26,,,,0,3,0,4265d2079b278c05ac29bec7b493afb7, 241 | 877192,138,2011-08-03 18:11:16,tbc,2013-02-03 02:26:30,,Alaska,,0,15,0,2a56d045ea5369e6fa8136cbeb1bc336, 242 | 334755,2287,2010-05-06 18:53:39,Richard Herron,2013-02-02 18:31:06,,,"finance PhD student
243 | ",69,877,11,c17eb5c79a66a4aa7ae6a13b3a4a7374,35.0 244 | 1773339,1,2012-10-25 06:56:18,Vinayak,2013-01-04 08:18:55,,Bangalore,"Just another programmer.
245 | ",0,0,0,75d99b1b278a9faef66251661cae6f17, 246 | 1724926,285,2011-10-05 09:40:17,Akkabar,2013-02-02 21:59:49,,,"merge keep
247 | ",0,45,0,294b74ea89a0b38fc579eeb60499051a, 248 | 1627810,26,2012-08-27 13:34:50,vitmol,2013-02-01 11:57:42,,,,0,0,0,9afcc1df24db40014fffcca77ebda49f, 249 | 1330293,302,2012-04-12 21:54:39,elyase,2013-02-01 18:39:26,,,,0,55,3,76742a2b36b2e174181679118274e2e7, 250 | 750810,22,2011-05-12 15:03:02,Nick,2012-11-08 12:03:31,,,,0,0,0,551872f39358df1028dd513bcff9d066, 251 | 905596,383,2011-08-22 09:32:20,SlimJim,2013-02-03 01:00:24,http://www.slimjim.name,Stockholm,"Studying Engineering Physics pursuing a Master's degree in machine learning at KTH.
252 | 253 |http://jim.pm #portfolio
254 | ",0,101,0,d3f9007fb437fb230990025693a34dee,24.0 255 | 1759369,29,2012-10-19 12:53:49,user1759369,2013-01-04 09:35:46,,,,0,9,0,3397da307d82b8091ba867062337840c, 256 | 107156,2065,2009-05-14 15:29:57,Kyle Brandt,2013-02-02 14:13:30,http://www.kbrandt.com,"Hollywood, FL","After about a year of being a member of the community I am now Stack Overflow Valued Associate #9 (Or Server Fault Valued Associate #1 if you like).
Besides trying to keep these sites up I will also be writing posts for the [Server Fault Blog][2].
259 | 260 |[2]: http://blog.serverfault.com/
261 | ",98,246,1,392ee4063cc5e6cc4d0cdb5f658bcfa8,31.0 262 | 544178,94,2010-12-16 02:14:17,Dave S,2013-02-02 20:09:57,,,,7,12,0,02b3989a2b670bfbba44796d1614d816, 263 | 1574687,96,2012-08-03 16:35:07,Brian Keegan,2013-02-01 22:18:45,http://www.brianckeegan.com,"Cambridge, MA","Post-doc in computational social science at Northeastern University studying behavioral dynamics on online communities. Interested in network analysis, time series, online experiments, and data visualization.
264 | ",0,13,0,17d89baa5efbcc070e1d634c3d6c049e,29.0 265 | 1240268,7055,2012-02-29 12:41:00,Andy Hayden,2013-02-03 05:15:02,http://andyhayden.com,"London, United Kingdom","Analyst, using python and pandas.
266 | 267 |""... there is no such word as 'impossible' in my dictionary. In fact, everything between 'herring' and 'marmalade' appears to be missing."" — Svlad Cjelli
268 | 269 |Make it a Short, Self Contained, Correct (Compilable), Example.
270 | 271 |
272 | Always learning.
github: https://github.com/hayd
275 | ",0,1517,296,299cd56a93faa3cb5eec139f8da54782,28.0 276 | 458429,91,2010-08-03 02:49:56,szli,2013-02-02 15:21:30,,,,3,8,0,00331dfb525be62f49a12e6baa934198, 277 | 814005,23,2011-06-24 11:52:40,user814005,2011-11-18 11:37:55,,,,0,0,0,b56dd94356d61c32b4b370973b12073f, 278 | 1289107,75,2012-03-23 20:09:48,fred,2013-01-31 13:42:30,,,,0,8,0,b8e0c4a0ea801b27e2fb1ed1d06107a0, 279 | 1921146,23,2012-12-21 09:33:23,user1921146,2013-01-07 16:36:14,,,,0,0,0,842f97bbd8c1f94e1e336768d19b228a, 280 | 1952633,1,2013-01-06 10:12:09,Stefan,2013-01-09 16:49:58,,,,0,0,0,27198644b6a9017252f48da86c9294e4, 281 | 1889456,16,2012-12-09 13:15:09,landewednack,2013-02-01 11:01:03,,,,0,0,0,fd2f992efe24b3b956f579e8a82b4789, 282 | 344160,43,2010-05-18 15:06:25,Grant M.,2013-02-01 14:51:46,,,,3,1,0,19c2ee374c17705810e1d05b20aa1541, 283 | 2020442,16,2013-01-29 05:12:20,user2020442,2013-02-02 18:57:26,,,,0,0,0,3be978b4ff1cbfb6e197a2af8c566e8e, 284 | 1402211,10,2012-05-17 23:58:21,Daniel Velazquez,2012-12-12 21:46:17,,,,0,0,0,02d3f6e88debfe30fceb1d045583687a, 285 | 1560517,19,2012-07-29 04:57:35,appleLover,2013-02-02 18:07:06,,,,0,11,0,c083e7ea0604708f16c5f0b139224d94, 286 | 1190648,32,2012-02-05 13:32:38,bigsleep,2013-01-28 14:45:23,,,,0,2,0,c55bef36260ed8303a8e615b9f043ca9, 287 | 1733061,50,2012-10-09 21:23:24,George Thompson,2013-01-23 16:59:12,,,,0,1,0,dec94e8470db9ed588dfece23317b3c2, 288 | 1449148,40,2012-06-11 14:25:52,Andrew,2013-02-01 22:48:36,,,"high frequency options market making; 289 | masters in financial engineering; 290 | masters in applied mathematics
291 | ",0,5,0,57128ff93a83ddecf96baf2ad06ff1dc, 292 | 1897966,15,2012-12-12 13:36:22,Marsmann,2013-01-30 23:51:40,,Norway,"MSc in Physics, interested in Finance
293 | ",0,2,0,f7214bf423fa99b65ad284b7cf5cfb1e,25.0 294 | 2036062,1,2013-02-02 21:33:35,user2036062,2013-02-02 22:43:31,,,,0,0,0,cdeafebb0039050c72644e028130988e, 295 | 1090816,31,2011-12-10 03:30:57,Nithesh Reddy Dasari,2013-02-02 22:38:19,,,"Software Developer and also a graduate Student at University of Colorado at Boulder.
296 | 297 |I like to try different things, whether it's code or even things related to my life
298 | 299 |Hobbies:
300 | 301 |Traveler, Loves to play Squash, I like to do all sort of crazy stuff (Especially the adventure one's).
302 | 303 |PM Me on email, if you need more information.
304 | ",0,55,0,98cf43c2316e726e24e830f913199002, 305 | 24895,3941,2008-10-03 15:52:54,Tim Whitcomb,2013-02-01 22:55:59,http://www.stackoverflow.com,"Monterey, CA",Meteorologist,285,756,4,cfb9d64d19f2f790d27aa59c75a26e7d,31.0 306 | 1529852,43,2012-07-16 19:17:43,mspadaccino,2013-01-27 18:57:06,,,,0,12,0,9279ecf4632cda39514483cfebd3d4eb, 307 | 1762007,6,2012-10-20 18:54:20,user1762007,2012-12-09 15:34:18,,,,0,0,0,c58d57c24101a8e6decf846823ce73d7, 308 | 1790114,23,2012-11-01 01:06:12,bevanj,2013-01-31 08:06:15,,,,0,1,0,7c27324aa85060f5303b9e5bb77d0bff, 309 | 1080717,1114,2011-12-05 00:55:46,sjs,2013-02-01 05:50:16,,"Sydney, Australia",,0,32,1,1ddcfbd17972d6986c3fc2624f8b1efa,38.0 310 | 529690,509,2010-12-03 17:46:44,eWizardII,2013-02-02 19:30:26,,"Cambridge, MA","Mechanical and Aerospace Engineer
311 | ",15,102,0,cd99d469f1cc81ef5991b728b4bf548a, 312 | 1711722,13,2012-10-01 12:07:34,mrkre,2013-02-01 07:28:54,,Singapore,"Polymath wannabe, multi-faceted tinkerer.
313 | ",0,0,0,1514b79b637b05100f580e46b6bb6ff2, 314 | 1037869,66,2011-11-09 14:25:41,Pete,2013-02-02 21:48:25,,,,0,19,0,fbbc056f64a32fb2de4002ae5370480c, 315 | 1852062,6,2012-11-26 00:42:44,user1852062,2012-12-21 19:34:16,,,,0,0,0,0ca10dbbe3e955e70c35a613136a6106, 316 | 446462,15,2010-09-13 14:58:38,Bjoern,2013-02-01 16:03:58,,,,0,0,0,bf3bd0637bc300a02589423edf015819, 317 | 544059,385,2010-06-01 23:06:49,kermit666,2013-02-02 09:57:32,http://kermit.epska.org,"Zagreb, Croatia","A programmer who adores Ubuntu, Python and open source in general. Currently pursuing a PhD in cloud computing energy efficiency. I am also interested in AI and the scientific approach to data analysis.
318 | 319 |In my free time I draw, take photos and play the electric guitar.
320 | ",4,150,2,7874898d532b989d3a1108cade372cd2,25.0 321 | 437537,110,2010-09-02 03:08:59,Chris Billington,2013-01-30 23:55:02,,"Melbourne, Australia","I'm a physics student who uses programming primarily for numerical simulations. I've found Python + Numpy + Scipy + Matplotlib to be a great combination, and am always ready with a smug comment whenever anyone has a problem with Matlab.
322 | ",2,8,0,9238baf7300c41c0e7294db922899e6a,25.0 323 | 510187,503,2010-11-16 23:32:54,Uri Laserson,2013-02-02 07:11:53,,,,6,13,1,5e7d07a5c973dc73e801bf2c3e3db34f, 324 | 91567,41,2009-04-16 11:32:21,Jeff Kowalczyk,2013-02-03 04:44:10,,"Rochester, NY",,3,0,0,363319352c3c95f818e6776dd483ba2e, 325 | 1429196,28,2012-05-31 18:33:09,user2303,2013-02-01 14:33:29,,,,0,1,0,c2cfd5cc1365c7c3d3d46399c3282e2b, 326 | 878571,21,2011-08-04 12:25:46,pynoob,2013-02-01 08:26:47,,,,0,0,0,33908b058b69a2859b10a0d1070d213c, 327 | 401828,2528,2010-07-25 23:45:11,heltonbiker,2013-02-03 00:39:11,,"Porto Alegre, Brazil","I am an ex-physician, have studied mechanical engineering for a while, and have a master degree in product design.
328 | 329 |Now I work designing diagnostic equipment (surface EMG, posturography, pedobarography), dealing with system requirements, data visualization, and GUI design, and the like.
330 | 331 |I am also a die-hard cyclist, be it trails (not much nowadays), off-road, commuting, touring or randonneuring. Besides, I have deep interests in bike design and mechanics.
332 | ",6,696,11,ea104f2947e580667d15b7403829b1ec,35.0 333 | 1701030,28,2012-09-26 17:32:58,user1701030,2012-11-21 09:47:17,,,,0,0,0,822df1510e21a9ae455ac4bd0414de7a, 334 | 1763885,6,2012-10-21 22:15:47,user1763885,2012-10-25 15:01:01,,,,0,0,0,b009944cb76762206ae3f9255e073ae7, 335 | 931775,107,2011-09-07 00:37:24,dshap,2013-02-02 22:12:07,,"New York, NY",,0,33,0,fd772d89bbf0529c0c9b291b59a9bed3,26.0 336 | 963989,107,2011-09-25 19:41:48,Factor3,2013-01-10 21:44:23,,United States,,0,15,0,bdb8dc7d321a527514b75c942623efa6,35.0 337 | 1167915,63,2012-01-24 20:37:02,luckyfool,2013-01-30 16:46:35,,,,0,0,0,80c6aa65d6b0fcf24400943fef9feead, 338 | 439693,95,2010-09-04 16:31:42,trbck,2013-02-01 10:20:51,http://github.com/trbck,Berlin,,0,43,0,c41fe6890b3171dcc8264caabfd6de9f, 339 | 1968530,6,2013-01-11 00:49:42,user1968530,2013-01-25 01:22:37,,,,0,0,0,cb82f3f9d0cf6b3787d8cc035a908ed3, 340 | 1026987,31,2011-11-03 04:56:39,user1026987,2012-09-04 23:25:24,,,,0,9,0,b224c89dd32a9540b39f5fa98e1c88c9, 341 | 1279469,35,2012-03-19 20:17:17,John Cornwell,2013-02-01 20:03:06,,,,0,18,0,ba52689524f422fd3658649cfe9651ef, 342 | 1427416,23841,2012-05-31 03:36:44,BrenBarn,2013-02-03 05:20:59,,,,0,31,145,95fb3c56e2e5322b0f9737fbb1eb9bce, 343 | 1414455,181,2012-05-24 08:18:26,fg nu,2013-02-01 11:35:42,,,,0,143,1,563ccb753c4ffe0200cdd8d47b70cf53, 344 | 687739,807,2011-04-01 14:15:54,strimp099,2013-01-30 22:22:43,,,,0,56,3,0f8509ebd65dc536971efa17a619aa08, 345 | 1257953,487,2012-03-08 20:35:57,nitin,2012-11-06 06:09:42,http://blog.kilotrader.com,San Francisco Bay Area,,0,78,1,afb18b489df58f20beabaa5dc268a8cb, 346 | 1412286,32,2012-05-23 09:50:12,user1412286,2013-01-31 14:58:36,,,,0,1,0,c8d31a1e1d42a8bf2660b7e4dafb6776, 347 | 1496672,6,2012-07-02 16:55:38,user1496672,2012-07-02 17:12:26,,,,0,0,0,302996c61949af5e62e80d90bfcdf6da, 348 | 698207,183,2011-04-08 07:52:08,ruben baetens,2013-01-28 10:21:59,http://www.mendeley.com/profiles/ruben-baetens/,,"Ruben Baetens is an eager practitioner in the domain of architecture and system engineering, interested in the holistic assessment of projects in the built environment. After an abroad study and research stay in Norway, he graduated in the summer of 2009 becoming Master of Applied Sciences and Engineering in Architecture (ir.-arch.) and started as PhD candidate at the K.U.Leuven.
349 | ",0,5,0,b3e73d2d8b611dc6758b62c9587fbe2a, 350 | 128580,871,2009-06-25 02:53:58,duckworthd,2013-02-03 04:15:20,,,,41,56,6,3bc530a80bd7c88a69bebb49acf5b925, 351 | 715042,576,2011-04-19 10:48:11,Michael,2013-02-02 07:44:51,,"Odesa, Ukraine","Travelling programmer with a passion for Python
352 | ",0,217,8,96a421920db87e6270499b8730487f58,31.0 353 | 839119,61,2011-07-11 14:58:20,sol,2012-11-29 16:11:14,,,,0,12,0,d6738571978f1c29902fc33b83a453c9, 354 | 1453172,657,2012-06-13 08:34:14,ricardo,2013-02-01 04:03:27,http://ricardianambivalence.com/,"Sydney, Australia","I found the limits of excel in 2009, and after a few bumps discovered R (and coding) in 2011. I'm enjoying the challenge. I am learning R, Python and Bash - and trying to do it all in vim. I worry that i've made the wrong choices all the time: should i be learning Perl, C etc ... should i be using emacs?
355 | ",0,118,1,1eaf68b533d9033698593ead3ac81cd1,34.0 356 | 1156707,696,2012-01-18 16:35:23,blz,2013-02-01 15:58:17,,,,0,61,7,99055b620fb3a9d30a8f6ac480c25227, 357 | 1742878,40,2012-10-13 05:37:17,Dallas,2013-01-09 15:28:53,http://www.linkedin.com/profile/view?id=195356283,"Tokyo, Japan","Venture capitalist, entrepreneur, CS & finance geek all wrapped into one!
358 | ",0,3,0,673efd4e0a13fdb1bc5b4ec6d0fa14e8, 359 | 1252759,18755,2012-03-06 16:43:45,Jon Clements,2013-02-03 01:38:05,,England,"Database, software and web developer. Advocate of open source technologies.
360 | ",0,584,78,9e9090ece425cfa86ee70b3565ada8cf, 361 | 1377107,69,2012-05-05 17:03:30,archlight,2013-01-10 04:11:04,,,,0,12,0,732f93a3c764125a9b4857a4579bee0a, 362 | 821428,95,2011-06-29 15:28:38,Ariel,2013-02-02 03:59:40,,,,0,2,0,f6fec3c4d0dc019bcaac6330e51b1def, 363 | 1392323,51,2012-05-13 15:42:32,Franco Mariluis,2013-01-26 19:27:07,http://www.fmariluis.com.ar,,,0,14,0,3a9905cad07851969d3e38600b8271a8, 364 | 308903,14836,2010-04-04 23:05:55,joaquin,2013-02-01 16:14:07,,"Barcelona, Spain","a research guy
365 | ",88,1141,44,712ac24edc67b5e789ed86dcc11ca6b9,53.0 366 | 1513413,16,2012-07-10 00:56:57,user1513413,2012-11-28 01:46:09,,,,0,0,0,ba3e557aefa684716887078e91e12754, 367 | 55070,279,2009-01-14 16:35:10,leo,2013-02-02 17:51:32,,,,33,52,6,a38b3b9c2fe18c6c2e817e105af029db, 368 | 1394513,158,2012-05-14 19:12:50,Shejo284,2013-02-01 20:43:16,,Gothenburg,"PhD Student working with a complex climate model and satellite data. My work requires me to process large amount of data. As such I'm familiar with a few languages: C, IDL, Python, Bash, Fortran, Matlab, but expert in none. I'm mainly focusing now on Python since it is free and comes with many useful functions.
369 | ",0,22,0,083bd2bd06262fa53e4158c4b5d86c99,42.0 370 | 601314,132,2011-02-03 10:12:16,Jean-Pat,2013-02-01 08:22:04,http://dip4fish.blogspot.com/,,"I have been working on telomeres related [projects][1]. 371 | I am trying to develop an open cytogenetic for [QFISH][2] application with python and open source software. 372 | image processing and QFISH
373 | ",0,147,0,18baf70fd79953a6aab611d92cdc2237, 374 | 1396036,31,2012-05-15 11:39:05,iron.arty,2013-01-31 13:32:52,,"Belarus, Minsk",,0,0,0,93394af5f1a0e6715f21c36580ddc56c, 375 | 1444817,26,2012-06-08 14:54:37,user1444817,2013-02-01 20:41:51,,,,0,0,0,091446577f8759f2b48af67caa74f236, 376 | 370696,85,2010-06-18 21:12:41,bsdz,2013-01-19 23:47:07,,,,2,13,0,80712607bf281bf08fad482a7fb038ee, 377 | 968643,365,2011-09-28 08:12:12,Navneet,2013-02-01 01:54:39,,,"CS Grad Student
378 | ",0,110,12,3544c268c8ba7eeb6a4527dbe4f178b0, 379 | 1769851,23,2012-10-23 23:46:18,MattB,2013-01-30 14:39:23,,,,0,1,0,f1ff99250811a03a7684f458c89efec3, 380 | 1571660,101,2012-08-02 14:17:19,nickb,2013-01-27 14:05:59,,,,0,7,0,c981f0ec9631f3889adce894c760911f, 381 | 1365135,85,2012-04-30 05:45:07,Jose187,2013-01-31 16:23:24,,,,0,25,0,1470df4e7ea8bb2f4f5e4467d2b679be, 382 | 825594,79,2011-07-01 22:26:30,Benjamin W.,2013-02-01 14:04:33,,,,0,2,0,3e81b942c6be327b9d59db27fcbf12a6, 383 | 1911866,30,2012-12-18 05:19:07,user1911866,2013-02-02 08:28:31,,,,0,0,0,81b020efe65b4cf4df499326aaefa894, 384 | 1392722,10,2012-05-13 22:52:09,d l,2013-01-30 03:18:49,,,,0,0,0,61063353f384262e086a4c526dd0b6b1, 385 | 1332492,654,2012-04-13 21:13:30,ChrisB,2013-02-01 16:49:41,http://www.ifa.hawaii.edu/~beaumont,"Cambridge, MA",,0,28,0,ff98ae76b26ba9df591add2c1180cddc, 386 | 1625012,11,2012-08-25 19:52:11,travlytle,2013-02-02 15:02:54,,,,0,0,0,1e416e19610b3d2ce83dd0db18335670, 387 | 983487,15,2011-10-07 06:38:59,Preyas,2012-11-15 02:36:23,,,,0,2,0,c3f6b44b6a5eb53e1eea011dacf5eba1,27.0 388 | 1567727,1,2012-08-01 06:27:20,user1567727,2012-10-17 01:12:11,,,,0,0,0,ef9f49e7ccb823876a146bbc03a14b50, 389 | 336527,4808,2010-05-09 06:34:12,max,2013-02-02 20:19:52,,"Los Angeles, CA",,70,391,9,4a57f523157ebdf6e5a9662d2e8754b9, 390 | 423805,605,2010-08-18 09:21:39,user423805,2013-02-02 19:10:37,,,,14,18,0,a301174edef1222c697d0a69067e0d8b, 391 | 1644251,13,2012-09-03 16:33:56,Emily Chen,2013-02-02 18:50:01,,,,0,0,0,f21a1410766c1e69587d7a1ab5a006af, 392 | 983310,156,2011-10-07 03:25:13,BFTM,2013-02-02 20:58:06,,,,0,17,1,999aa0e808b1545e76cab2049d598190, 393 | 1383444,83,2012-05-09 01:34:45,Randy Olson,2013-01-26 19:01:05,http://www.randalolson.com,"East Lansing, MI","I'm just a computer geek that's livin' and lovin' life. I work hard, I play hard, and I have an insatiable curiosity about the world.
394 | ",0,74,0,bc264e8b1145c5291892c01cc9174db7,26.0 395 | 670525,315,2011-03-22 03:32:35,DanB,2013-01-31 22:31:27,,"Golden, CO","Econometrician turned machine learning practitioner
396 | ",0,166,1,908b57a072063b744c4186535afad1e9,35.0 397 | 1609077,26,2012-08-18 17:12:03,scls,2013-01-27 15:42:28,http://www.celles.net/,"Poitiers, France",,0,0,0,aa3fbf033d64ff6d10f07d109eb4d521, 398 | 445491,33,2010-09-12 09:09:55,Mojtaba Es,2012-12-27 13:23:18,,,"I'm a computer engineering graduate in Iran. I'm interested in web developing.I have experience in Php programing and also using jquery in my web sites.I'm also interested in using drupal as a powerful system.
399 | ",0,3,0,8ce107575bb2493cb06ba2bfc6f254d4,26.0 400 | 1792954,21,2012-11-02 00:24:03,mister.nobody.nz,2012-12-11 04:23:15,,,,0,0,0,df95a48620c8bb945f251ded9d3c6968, 401 | 387251,68,2010-07-08 23:30:50,Oliver,2012-12-12 15:27:29,,,,0,13,0,5ee4722f21f32c4408beef5608f9e53c, 402 | 1274613,414,2012-03-16 17:32:43,Anaphory,2013-02-03 00:42:58,,"Southampton, United Kingdom",,0,65,1,284bd6a38fdca15ea9d2196ffdca2f14, 403 | 314880,45,2010-04-12 20:09:17,garrett,2013-02-02 20:11:07,,"Hoboken, NJ","I have using perl off-and-on for about 15 years. From 1992-1998 I was a programmer, but then moved into finance. I still tinker around with LAMP stuff, but I am kinda stuck in a time-warp, about 10 years behind the times.",5,9,0,bac87f55d9d4040c89754a08d621779d,39.0 404 | 2019264,16,2013-01-28 18:50:02,user2019264,2013-02-02 10:23:39,,,,0,0,0,cac33d9a9d0637f9ad55da7b15c08499, 405 | 1257502,65,2012-03-08 16:32:59,thatshowthe,2012-11-08 18:16:54,,,,0,9,0,bdcbbbd399989f64cc55864bc24e1091, 406 | 1256988,45,2012-03-08 12:20:36,Carson Farmer,2012-12-04 22:08:37,http://www.carsonfarmer.com,"St. Andrews, United Kingdom","I am a Research Fellow with the Centre for GeoInformatics at the University of St Andrews in Scotland. My research interests span a wide range of topics in urban and regional analysis, with a focus on spatial-temporal dynamics, complexity, and spatial interaction. My previous PhD research examined the impact of commuting flows on the formation of local labour markets, and highlighted the necessity of considering commuting within the context of local labour market spatial structure. My current and future research interests fall under the general banner of `complexity in urban systems’ and encompass interdisciplinary research into topics such as emergence and the multi-scale nature of commuting, the dynamics of housing markets, transportation modelling, as well as more social concepts, such as visible expressions of homelessness and local labour markets. I am particularly interested in movements and flows of individuals, information, and commodities within urban environments, as well as the development and implementation of novel spatial analysis methods and software aimed at characterizing these flows.
407 | ",0,2,0,df34c5b89ae1ec4b910ea49ca513f898,30.0 408 | 304690,722,2010-03-30 00:13:43,gliptak,2013-02-02 01:02:22,,,,0,141,2,2d5eb296eb64a1b8ed121b12a4b32817, 409 | 1988295,21,2013-01-17 19:25:39,user1988295,2013-02-02 09:42:20,,,,0,2,0,d721caa922ae7a21ce16e68093f5bbd8, 410 | 1472282,6,2012-06-21 13:42:45,user1472282,2013-01-30 19:20:57,,,,0,0,0,9696efcdf3c47cd1860d88a6f3a45913, 411 | 143476,5443,2009-07-23 07:11:25,crippledlambda,2013-02-03 01:19:22,,,,155,735,3,9236e869a2be91f460b12d2ecb43df29, 412 | 342331,1413,2010-05-16 11:58:38,Vincent,2013-02-03 00:33:45,,,,9,68,2,7f2a5934e991701caf859ae8f770c719, 413 | 1772165,16,2012-10-24 18:51:26,Timmie,2012-11-08 22:13:35,,,,0,0,0,6f3cb304671ae5b6ea04dfe0e7948651, 414 | 308849,199,2010-04-04 19:40:00,JustInTime,2013-01-31 23:20:25,,,,4,35,0,bfd17522b637bb49ea005545ecb510bd, 415 | 1645853,19,2012-09-04 10:09:34,Kathirmani,2013-01-29 14:09:57,,"Hyderabad, India","Working as Associate Data Scientist
416 | ",0,4,0,bf574d8e0c76d607cb56996f00853eca,26.0 417 | 1945648,11,2013-01-03 13:15:48,user1945648,2013-01-24 17:10:05,,,,0,0,0,c61e9e572bee98d0a6ca9f5628f90a3a, 418 | 1996758,8,2013-01-21 10:47:17,FrankDR,2013-02-02 05:53:33,,,,0,0,0,f510a87997a9c799a360113ea2c2511d, 419 | 490288,600,2010-10-28 15:39:42,davidbrai,2013-02-02 18:19:21,,Israel,,0,77,0,9578c2ff5952aa1ed1a4db215f20c286,26.0 420 | 688693,43,2011-04-02 06:56:45,lmw.,2013-01-30 19:30:21,,,,0,3,0,79bb211879cf8f33d8e9a119a61d4aab, 421 | 1429853,3,2012-06-01 04:11:44,MikeGruz,2012-07-17 05:24:00,,,,0,0,0,4bc63b5d1b5e320db760019c54bbaea9, 422 | 1613017,23,2012-08-21 00:50:45,user1613017,2013-02-02 02:33:15,,,,0,4,0,85efbe58a122f85baa66e654a7852e24, 423 | 472866,38,2010-10-12 02:41:41,avances123,2013-02-03 02:45:22,http://blog.avances123.com,España,,0,37,0,86985ff8b987baf3153047165326f58f,30.0 424 | 1927088,21,2012-12-24 17:36:24,DrewH,2013-02-01 21:48:06,,,"Market Microstructure PhD Student. Working with order book data analysis in Python and R!
425 | ",0,0,0,a3230a4e2959a5e3ed2e009691cbd7bc, 426 | 1583083,40,2012-08-07 21:08:02,ultra909,2013-02-01 14:54:57,,Europe,,0,3,0,8fec7964af235ae0e66e8e7f3c981cac, 427 | 1467553,442,2012-06-19 20:50:55,BigHandsome,2013-02-03 01:13:40,http://www.plaidflanneltechnology.com,"Queensbury, NY","I currently work in the field of higher education as a programmer/analyst. I work in a lot of very arcane languages (LotusScript, UniBasic/UniQuery). So, I have a passion outside of work for python as it reminds me of what it feels like to work in a non-arcane language.
428 | ",0,14,0,90fb418a14b053117d30bd0da497d477,35.0 429 | 939715,43,2011-09-12 00:38:41,enrishi,2012-07-20 09:06:16,,,,0,1,0,f8dc32cc8dc6bf35abecbfc1aa7b1fa6, 430 | 402468,629,2010-07-26 15:55:21,tshauck,2013-02-03 04:41:58,,,,19,14,2,ad367148e01055904ab060bae93ef72e, 431 | 1487345,17,2012-06-28 02:42:09,Jeff,2013-01-31 05:34:25,,,,0,1,0,f98a09e1abf7d9eaecb70493f9576c27, 432 | 1569050,159,2012-08-01 15:33:09,user1569050,2013-02-01 17:06:10,,,,0,20,0,15c2823fa70bab6d353576cf3d15deac, 433 | 1100107,371,2011-12-15 14:54:50,Stéphane Laurent,2013-02-02 18:51:46,,,,0,69,2,8789d3da0b482bcd8e562bfdf3687c74, 434 | 8590,12788,2008-09-15 16:23:53,seth,2013-02-01 20:15:47,http://www.sethmason.com,"Los Angeles, CA","Recovering stackoverflow addict.
435 | ",827,861,20,c27d47451fe1aa3db6c92457da06083b,44.0 436 | 1019856,151,2011-10-29 14:45:46,John_C,2013-02-02 17:41:29,,United Kingdom,"I am a recent graduate of Physics from University of Warwick and am soon to start an MSc by research in the engineering department there. I will be focusing on natural computation, in particular evolutionary strategies (ES) and neural networks, in order to solve scientific data fitting problems. Currently I am rewriting all my old ES c code in d using an object oriented paradigm.
437 | ",0,22,0,cff79fa74ae09a7650bd9709154bd6d5,22.0 438 | 1795245,60,2012-11-02 19:15:49,Ahlden,2013-02-02 17:32:15,,,,0,6,0,7f30535140b6ef87dfc373f116c3765d, 439 | 1300719,1,2012-03-29 12:15:34,Imri,2013-01-31 14:57:12,,,,0,0,0,5fc5dbbb0336083ca7a729db01b35dc2, 440 | 566942,486,2011-01-07 13:35:08,saroele,2013-02-02 21:56:37,,Belgium,,1,55,0,84830a0de495c35adb8712dbe6f23976, 441 | 1462733,54,2012-06-18 04:43:12,Macro,2013-02-01 02:52:21,,,,0,5,0,a88517a8fab9ee64eb9ccb03c2ae4659, 442 | 1481983,6,2012-06-26 07:34:49,user1481983,2012-10-05 14:58:42,,,,0,0,0,b22b89f8123e743df74f95504743efc1, 443 | 315974,500,2010-04-13 22:33:56,Freddie Witherden,2013-02-02 22:23:53,,,,12,36,1,bfbfb1fe38e9b05ace1da6686cfe3adc, 444 | 1621048,11,2012-08-23 21:09:44,user1621048,2012-09-06 04:34:33,,,,0,0,0,357aa3d7f1a51d6b1931fb131371825b, 445 | 152439,724,2009-08-07 12:03:59,andreas-h,2013-02-02 18:01:50,,,,48,167,2,a71fd9cc83d69dff9d329ce15d2d3657, 446 | 1883571,6,2012-12-06 20:10:04,user1883571,2012-12-30 13:29:37,,,,0,0,0,d8a2ec8919544a3cdd9756a6bd8c362c, 447 | 1259621,34,2012-03-09 15:31:42,maheshakya,2013-02-02 04:16:21,,,,0,17,0,da3d678698fbd53f7e6f081d9619d060, 448 | 1639821,80,2012-08-31 23:29:26,jmloser,2012-11-14 05:06:09,,,,0,0,0,9770d1a7eedd87785f01a9668dac62cf, 449 | 1199589,6450,2012-02-09 12:04:49,root,2013-02-03 00:33:22,,,"450 |452 | 453 |Getting started with python.
451 |
`
454 | ",0,326,87,d3c6a7f974f5d687a394415a2122c6b6, 455 | 1749059,13,2012-10-16 05:48:53,coolniks53,2013-02-01 13:25:05,,"Bangalore, India",,0,0,0,e0274a975f4ea62b161672ed3eb2455b, 456 | 460147,1286,2010-09-28 03:29:06,Robert Smith,2013-02-02 01:26:38,,,,6,759,15,760d8090a8f27fa697cccbde261b7b30, 457 | 1827356,18,2012-11-15 16:56:03,user1827356,2013-02-02 22:37:49,,,,0,0,0,21f270a4064c6c6721b6649c344f792f, 458 | 683866,125,2011-03-30 12:07:32,yueerhu,2013-01-15 11:39:15,,"Denver, CO",,0,30,0,c28be61a220f8f9713eca592c529e214,29.0 459 | 1223860,28,2012-02-21 16:35:44,cs0679,2012-11-22 10:50:18,,,,0,0,0,e61c06802f949e8f7496b21a9576e89d, 460 | 177614,163,2009-09-23 07:01:07,Peter Prettenhofer,2013-02-01 13:40:58,http://sites.google.com/site/peterprettenhofer/,"Vienna, Austria",,9,30,1,c9e2eeace0c2f0dcc21cfca626fd1797, 461 | 390388,782,2010-07-13 11:18:58,John,2013-02-03 03:29:16,,"Brisbane, Australia","I am a Ph.D candidate at the Infectious Disease Epidemiology Unit, School of Population Health, University of Queensland. I am a frequent R user. I am also trying to learn Python to improve my programming skills.
462 | ",7,682,36,6a6566f9055e59eefd02e64fafff14a4,44.0 463 | 253614,97,2010-01-19 00:21:19,Tom,2013-01-31 21:31:37,,,,3,0,0,b021ff3f89be48973f5aea5b46773c3e, 464 | 1575088,117,2012-08-03 20:16:12,rodling,2013-02-03 01:19:53,,Canada,"Learning Python one stackoverflow question at a time :)
465 | ",0,61,0,82f1f342c84526f4f0117dcf8d150311, 466 | 359001,53,2010-06-05 02:49:34,CrossProduct,2013-02-03 02:07:24,,,,0,6,0,fa0d0ec35e41ca8ef4d2d0a0848d12c0, 467 | 1819380,25,2012-11-12 21:51:06,joseph_pindi,2013-01-25 21:16:55,http://www.datacatalyst.marsdd.com,"Toronto, Canada",,0,0,0,d3b7be47d56f2a4e84db42283e609d67, 468 | 1647854,1,2012-09-05 03:58:59,user1647854,2013-01-25 01:40:41,,,,0,0,0,bf10035d0bcc60a21d50ceaf23fe0fe5, 469 | 1164240,16,2012-01-23 03:01:04,Casey,2013-02-02 14:42:29,,,,0,0,0,a6e177fb6877a6b442da936a4fca7cdd, 470 | 319584,1515,2010-04-18 07:47:32,Rodin,2013-02-01 10:30:33,,Netherlands,"Computer science mayor.
471 | ",12,200,2,a5d1e6ccdfaf2fb28512d5b1025c6852, 472 | 240068,88,2009-12-29 09:07:10,G Garcia,2012-12-11 20:18:12,,,,0,2,0,00ae66b280ff72a4d07ca0d32f118226, 473 | 1748834,11,2012-10-16 03:29:10,user1748834,2012-12-07 06:16:37,,,,0,0,0,f7b8787b7e052d2cb75116e39c422be6, 474 | 313588,443,2010-04-10 18:38:48,guyrt,2013-02-03 04:35:45,http://www.cs.toronto.edu/~guy,"Toronto, Canada","Developer and data scientist for WaveAccounting
475 | 476 | 477 | ",0,2,0,f6eb68e144a72b5deaa68734eadf3d26,29.0 478 | 1860470,11,2012-11-28 16:08:56,j.k,2013-02-01 17:10:36,,,,0,0,0,dd1803f0e2e5452ef3ad145091b965d2, 479 | 1707931,8,2012-09-29 07:10:43,Matthias Kauer,2013-02-03 02:58:16,,,,0,0,0,d3e0e7837e92db4a04348d6be77c9ff7, 480 | 1708646,16,2012-09-29 17:12:17,user1708646,2013-02-02 21:58:59,,,,0,0,0,b771f3b6f24f514416b9b952309d8d20, 481 | 312598,1593,2010-04-09 08:02:25,sebpiq,2013-02-02 11:19:24,,,,55,338,7,1589b131c84453b03caf4cd0a9c1db5c, 482 | 295606,103,2010-03-17 11:19:33,Turukawa,2012-08-10 11:58:32,http://www.whythawk.com/,"Oxford, United Kingdom","Gavin Chait is a Senior Risk Analyst and Strategist at consulting firm, Whythawk, which focuses on economic modelling, and market and investment risk analysis.
483 | 484 |Gavin's core interests revolve around researching, analysing and writing about the frontiers of human development, particularly those of technology, and of wealth and poverty.
485 | 486 |Follow me at my blog or @GavinChait
487 | ",1,34,0,a55659cb13ad7ac2d6ceeee5df3d3c81,39.0 488 | 1165294,36,2012-01-23 15:47:46,shelly,2013-01-23 17:53:54,,,,0,0,0,e4889e5771432d1b234e0ee6602bdbe3, 489 | 74342,1103,2009-03-05 17:11:27,btel,2013-02-01 17:48:40,http://neuroscience.telenczuk.pl,,"Neuroscientist, Python advocate, data geek
490 | ",21,77,2,97ad503773d85d025b7c2dbc498539c4, 491 | 1434094,1,2012-06-03 22:19:26,Shohei Narron,2013-02-01 20:35:16,,,,0,0,0,90854030631debcdfea4b88bd016bdb2, 492 | 1277360,18,2012-03-18 20:02:58,Aaron,2012-04-04 06:58:29,,,,0,0,0,27a17f222f1072a902d38c2475a62632, 493 | 179372,2379,2009-09-26 03:43:42,Tarantula,2013-02-01 16:37:45,,,,45,138,78,7735d49d1b04ba5e18bbe107ad756b0d, 494 | 1307298,37,2012-04-02 05:44:00,dantes_419,2013-02-02 23:51:10,,,,0,5,0,bdfdb02ffc737bfc698cfbbe262a2803, 495 | 464277,382,2010-10-01 21:48:07,Bob,2013-01-23 19:00:42,,,,44,48,2,1e5ba80037e29a8e5a58235b24f2447f, 496 | 193277,602,2009-10-20 17:34:08,Ranjit,2013-02-02 00:08:47,,,,31,19,0,2301c513ce9fee710bec26c18b13508c, 497 | 1058521,518,2011-11-21 20:02:33,vasek1,2013-01-22 21:22:55,http://vkuzo.com,"Chicago, IL","Aspiring Python / Django enthusiast...
498 | ",0,69,1,cafee7e8bf817cd2705aae9e49b0830b,25.0 499 | 1707495,25,2012-09-28 23:03:11,LukaszJ,2013-02-01 13:14:02,,,,0,2,0,c7877bac023472bcd0cbb981fbae735a, 500 | 781329,49,2011-06-02 14:42:13,Rahul Bhatia,2013-01-08 01:59:13,,,,0,4,0,596e1dc113a94878589199b8466d493b, 501 | 190894,345,2009-10-15 21:13:10,Vishal,2013-02-03 02:44:53,,"New York, NY",,3,649,4,96e5437916260f78d982706c6208886a, 502 | 1591487,35,2012-08-10 23:16:31,user1591487,2013-02-02 13:10:22,,,,0,0,0,5dedea96a81f035724c403a8cb249840, 503 | 345660,3548,2010-05-20 02:17:37,Zach,2013-02-02 01:59:06,http://moderntoolmaking.blogspot.com/,"San Francisco, CA","I'm a data hacker! 504 | http://www.kaggle.com/users/6696/zach
505 | ",5,545,2,5bc3aeec09464c41078ccafacfa7832b,27.0 506 | 1350862,76,2012-04-23 08:43:54,cpa,2013-02-02 18:44:48,,,,0,15,0,72b506f802108665d5d4e36d897076f2,24.0 507 | 1560238,47,2012-07-28 22:29:01,beets,2012-10-08 06:16:14,,,,0,2,0,1b2992aa0ab19ca9050e649698eb1b4e, 508 | 1617766,30,2012-08-22 17:48:29,user1617766,2013-01-04 09:26:57,,,,0,26,0,0351d39852a250917e84d4ad9cd69b92, 509 | 1629518,118,2011-09-15 03:28:47,brenda,2013-01-26 04:55:34,http://moon.net.au,"Canberra, Australia","Researching data visualisation, new media, science communication and social media. Web developer. PhD student at CPAS, ANU.
510 | ",0,8,0,b0a3dd89ce3a0a58103f10714a90356c, 511 | 1572508,115,2012-08-02 20:35:55,user1572508,2013-02-01 17:20:36,,,,0,12,0,2fded8d7b78e05d7fc47def607de49bf, 512 | 788700,954,2011-06-08 06:55:18,Adobe,2013-02-02 22:37:41,http://www.misis.ru/ru/8337,"Moscow, Russia","Scholar.
513 | ",0,462,0,f02925eef8f737905a8702b9cc21ff07, 514 | 1330060,1,2012-04-12 19:40:20,geronimo,2012-05-04 15:02:43,,,,0,0,0,fa692f52964555e5699428713c611a11, 515 | 81657,18,2009-03-23 21:30:18,rezusr,2012-02-22 11:25:49,,,,10,0,0,19b032ad41f7a6726363ae45a5a4ee2c, 516 | 1338403,93,2012-04-17 09:49:58,luffe,2013-01-11 15:30:22,,,,0,7,0,23bfbf0f5b4314d411e363a1d93746d9, 517 | 515311,140,2010-11-21 18:47:50,Matthew Brown,2012-12-14 21:41:30,,,,1,8,0,768e05071b05a6fa5c396fa129c6f013, 518 | 63401,799,2009-02-06 16:55:56,chernevik,2013-01-23 18:31:33,,United States,,175,64,3,eea1b5c572baacb9567d2bbe3fd3cc7c, 519 | 7650,2627,2008-09-15 14:08:18,lazy1,2013-01-15 01:14:36,http://pythonwise.blogspot.com,United States,"A person (arguably).
520 | ",40,47,0,052338b3d753f00bb7724f2d2ca060a4, 521 | 1452228,6,2012-06-12 20:40:51,user1452228,2012-06-29 07:26:42,,,,0,0,0,426ca5e7b0b590fed73d7c254e865b31, 522 | 1555255,3,2012-07-26 15:41:13,Paul,2012-12-29 05:42:13,,,,0,0,0,2d370317a7077327a54d843f7fcf6b95, 523 | 1719510,299,2012-10-04 09:07:01,marou,2013-01-04 08:54:57,,,,0,46,0,fbcf2a43a57d8923e597200b9855d50b, 524 | 1253437,26,2012-03-06 23:08:05,ji.,2012-10-20 20:32:59,,"Seattle, WA","Programming!
525 | ",0,0,0,3af6e7420bea7778e9d4404cc06eea85, 526 | 3571,27403,2008-08-29 06:31:19,codeape,2013-02-01 14:14:04,http://codemonkeydo.blogspot.com,"Oslo, Norway","Bernt Røskar Brenna
527 | 528 |Python programmer. + a little .NET
529 | 530 |I live in Oslo, Norway.
531 | ",728,1141,34,b1d6ed6863a3b4aab3565f1f9625f156,39.0 532 | 529841,73,2010-12-03 20:23:16,alaiacano,2013-02-02 22:49:53,http://adamlaiacano.tumblr.com,"Brooklyn, NY",,0,5,0,12b18b1d9346d82f265e7ca68ac64b64, 533 | 1267974,18,2012-03-14 02:53:35,Deadwood,2013-02-01 09:24:19,,,,0,0,0,bbd6cc9447a9b82330d5ead2cc544c64, 534 | 1557300,16,2012-07-27 09:52:36,Eugene Redekop,2013-01-31 10:09:39,,,,0,0,0,364909a4764a19fee4a7b694d3eb9e08, 535 | 220120,649,2009-11-27 15:54:07,signalseeker,2013-02-03 00:46:57,,,"data scientist + hacker + quant trader
536 | ",15,36,1,25305aae20e88dd9e966861715ea5055, 537 | 1766682,6,2012-10-22 21:29:02,user1766682,2012-11-06 14:12:49,,,,0,0,0,cc717c598592161a50d3a9eb83710470, 538 | 394430,95,2010-07-17 02:22:21,user394430,2013-01-03 21:50:20,,,,1,14,0,3fa02b47a8a4cd6e015e5fc84176b673, 539 | 1221924,73,2012-02-20 20:09:05,Dan Allan,2013-02-03 00:19:03,http://www.danallan.com,"Baltimore, MD","PhD student studying soft matter physics at Johns Hopkins University
540 | ",0,26,0,f54c6896f32653516c994bfcb12b704a, 541 | 1461554,18,2012-06-17 07:49:28,serguei,2013-01-10 08:27:04,,,,0,0,0,44972f01880b36fbc88ae3aa42270173, 542 | 1520997,18,2012-07-12 13:51:56,user1520997,2013-02-01 11:51:26,,,,0,0,0,9bfe86fee36a00fcf2b00b495e664f82, 543 | 1768115,65,2012-10-23 11:07:37,S.zhen,2012-11-02 16:28:37,,,,0,1,0,980ca33c18fa138f69327308f18c1823, 544 | 1504276,45,2012-07-05 14:15:40,user1504276,2012-08-09 02:00:42,,,,0,0,0,a313b37581ebc8dc85792e388397812f, 545 | 270572,1313,2010-02-10 19:50:39,Mike Dewar,2013-02-02 17:31:29,,,,94,35,3,614f65ff1221a12c6e6b6a1b5496b2c8, 546 | 599526,49,2011-02-02 06:02:08,Tom McMahon,2013-01-12 01:34:50,http://blog.thmcmahon.com,"Canberra, Australia",,0,6,0,65728c7c4dc6afdbad0d00bb55c5f23c, 547 | 1104232,38,2011-12-18 06:19:41,amaity,2013-02-03 04:46:57,,"Kolkata, India",,0,2,0,8013772906fe08e6938b4797c6b66379, 548 | 1342051,16,2012-04-18 17:10:18,sebas,2013-01-31 00:08:54,,,,0,0,0,cc36ce552618b68e8b88f656651f270e, 549 | 1518204,3,2012-07-11 14:59:10,gustavopr,2013-02-01 16:36:42,,,,0,0,0,e9f6955f41e993d3e9193fcc19b8ae49, 550 | 1588032,31,2012-08-09 15:32:04,UNagaswamy,2013-02-02 15:24:14,,,,0,63,0,86c80fd71df0d74fe8a8da04cc1e533f, 551 | 1552748,865,2012-07-25 20:00:07,Paul H,2013-02-01 23:52:09,,"Portland, OR","Water resources engineer in Portland, OR.
552 | ",0,27,1,7840b7a3579d2a7065d5c0aa804b5b92, 553 | 1860757,163,2012-11-28 17:29:47,Francesco Montesano,2013-02-02 21:41:46,,,,0,3,0,83ce397f48833192ded84f77ad91a745, 554 | 1088821,45,2011-12-09 00:29:28,notilas,2013-02-01 21:18:33,,,,0,4,0,773cd1406429833c9caf041510ca0eec, 555 | 1320615,91,2012-04-08 17:57:43,user1320615,2012-05-01 10:25:20,,,,0,0,0,0c5e62ea5ed29a2d3c08ba9487a28e50, 556 | 1394684,16,2012-05-14 20:58:13,Gardner,2012-06-06 12:11:39,,,,0,0,0,55fc93b6feba809d34e58ae77dcbf2c9, 557 | 1992696,32,2013-01-19 10:46:02,user1992696,2013-02-01 01:52:56,,,"Computer Scientist
558 | ",0,5,0,e08c2cf7e7c12de617fa7ed3305ea469, 559 | 1615371,3,2012-08-21 21:25:31,Jim Knoll,2013-02-03 05:23:39,,,,0,0,0,53bb8e2501ddeeb7db0e5687a38e61a5, 560 | 1321181,10,2012-04-09 04:43:23,alxlvt,2013-02-03 05:09:11,http://twitter.com/alexleavitt,,,0,0,0,a0c3ae72d26c08d975ab4a79a06a5c08, 561 | 963033,33,2011-09-24 21:18:00,user963033,2012-11-11 18:13:34,,,,0,0,0,98d76483e1eb5a692a9c2a633fa460f0, 562 | 1258833,3,2012-03-09 08:13:38,brendan,2013-02-02 15:35:16,,,,0,0,0,20f9283229ca2c454786db6c4ebc313a, 563 | 1087310,30,2011-12-08 08:20:54,user1087310,2013-01-30 17:33:29,,,,0,2,0,dd4ae643c153f38b31a13e0e5d2dfd22, 564 | 1234686,53,2012-02-27 02:40:42,user1234686,2013-01-30 23:54:24,,,,0,7,0,70d2d563a9a48936620ecb1c859e619c, 565 | 49561,1043,2008-12-28 16:00:40,cdecker,2013-02-02 23:31:35,,Switzerland,"I'm a PhD student in Computer Science at ETH Zurich
566 | ",329,117,16,67750c14e5134a187229d619d8a4342e,29.0 567 | 221390,1037,2009-11-30 14:46:06,Chris Clark,2013-02-01 01:55:25,http://blog.untrod.com,"San Francisco, CA","Occasionally blogs at http://blog.untrod.com
568 | 569 |Product & Engineering at Kaggle
570 | ",37,45,3,bb859ed8b1396cf3395e516bad7c3117,28.0 571 | 493499,52,2010-11-01 11:23:02,JanWillem Tulp,2013-02-01 08:45:22,http://lookalytics.com,"The Hague, The Netherlands","Software Cratfsman, Entrepreneur, passionate about Data Visualization. Currently at the early stages of my startup Lookalytics
572 | ",3,10,0,8200dd3a4feceece7516f90db0f251ec,37.0 573 | 919872,1148,2011-08-30 14:09:11,Zelazny7,2013-02-03 04:24:24,http://tbd,"Minneapolis, MN","I am a statistical modeler for LexisNexis. I primarily use SAS and would like to use more Python with Pandas.
574 | ",0,173,3,4dbc53382955c1a7ee0a92c0d3e94066,32.0 575 | 1612198,1,2012-08-20 15:55:56,Christian Borger,2012-08-22 18:32:05,,,,0,0,0,80ac824ff7768d94b01933238c0c33a0, 576 | 59797,174,2009-01-28 15:30:02,dmi,2012-12-20 13:07:35,,,,34,31,0,67782d041f116f12db429f9091c9fbfe, 577 | 1712282,39,2012-10-01 15:56:52,WonderSteve,2013-02-02 00:21:18,,,,0,17,0,8e0511d324b86ee279edd20aa2c938ef, 578 | 652585,38,2011-03-09 23:12:55,commander.trout,2013-01-31 06:17:03,,"Sydney, Australia",,0,1,0,fc9e3b1ea5cad5c046c2e45f785ded20,35.0 579 | 1851740,11,2012-11-25 20:11:19,schimar,2013-01-14 22:19:56,,"Logan, UT",,0,0,0,68ef1b9b173defc92818a76793966c26,29.0 580 | 1339666,1,2012-04-17 19:52:25,bzyueshen,2012-05-12 06:38:54,,,,0,0,0,b0224ba78913c01691fd64300e1a9c24, 581 | 1574073,21,2012-08-03 12:14:52,Fede_v,2013-01-25 20:58:31,,,,0,1,0,2b8e50178b9a65017380fefadd0ba65a,31.0 582 | 908924,115,2011-08-24 05:03:09,Surfcast23,2012-12-20 20:25:09,,"Brooklyn, NY",,0,46,0,38b033d9dd4ef9e876349678cf119b3d, 583 | 34747,1074,2008-11-05 16:25:54,fccoelho,2013-01-30 10:41:20,http://fccoelho.github.com,"Rio de Janeiro, Brazil","Biologist and Applied Math Professor at Getulio Vargas Foundation.
584 | ",27,198,7,a9a76b717433d7c5cc5977c7025b2cee,44.0 585 | 1878647,16,2012-12-05 10:15:57,user1878647,2013-02-02 12:13:40,,,,0,0,0,fd000adc18bab197777ba2b32fa28709, 586 | 437863,137,2010-09-02 10:57:37,Sam,2013-02-02 21:18:04,,,,3,12,0,08fc54420e823d5aab5b124fdfbe936c, 587 | 668624,364,2011-03-20 22:34:59,algotr8der,2013-02-02 19:57:09,,,,0,10,0,6cf29fd4dd03098ad5f1fc1ce20b6eb5, 588 | 505698,153,2010-11-12 11:52:13,JamesS,2013-02-01 11:51:26,,,,3,15,1,b483fcd666a31c5d255c1f4e17921b91, 589 | 1757088,16,2012-10-18 17:20:02,Rich,2013-01-16 06:12:56,,,,0,0,0,96e44424137014e84b4bfa678744dad3, 590 | 1659087,12,2012-09-10 03:08:13,DeltaP,2013-01-23 23:35:03,,"Boulder, CO",,0,0,0,41d1e7cbfa7609a350cac3d98b96ed8b, 591 | 1905285,1,2012-12-14 22:03:05,user1905285,2012-12-16 16:57:38,,,,0,0,0,adb04aa62355abf8a2f91c7d6b2bf3ac, 592 | 1995577,8,2013-01-20 22:51:14,jmatthewhouse,2013-01-31 00:43:20,,,"Learning Python to use for basic financial and data analysis.
593 | ",0,0,0,4ca86aef50b2e8da002b5cf420cee58c, 594 | 1784467,41,2012-10-30 03:18:54,user1784467,2013-02-01 17:18:58,,,,0,13,0,5971e0d97c4e007ebdded07da8a60e38, 595 | 1383352,1,2012-05-09 00:07:52,davideps,2012-06-08 15:00:48,,,,0,0,0,e7bd49a956cbaf5edd8196822e0400e2, 596 | 1521724,104,2012-07-12 18:36:52,THM,2012-11-11 07:39:52,,Germany,,0,4,0,4ef8c36203659534e11309835e24b3f9, 597 | 1604269,18,2012-08-16 19:58:33,Kunal B.,2012-09-26 21:42:31,,,,0,0,0,9347cb19e0269fd3723631c70a73e60b, 598 | 1236977,74,2012-02-28 03:11:54,scriptdiddy,2013-02-03 01:54:45,,,,0,4,0,19c58e7617b0549886e7a1c081998ea9, 599 | 243238,5581,2010-01-04 14:30:12,Daniel Velkov,2013-02-03 01:29:16,http://github.com/djv,"San Francisco, CA","Software engineer working in the Bay Area. Interested in functional programming (Haskell, OCaml, Scala), machine learning and distributed computing.
600 | 601 | 602 | 603 |http://www.linkedin.com/in/dvelkov
604 | 605 |https://www.kaggle.com/users/51244/daniel-velkov
606 | ",74,976,3,7bb775f302392e8983faacc71621ee2a,28.0 607 | 1691611,15,2012-09-22 23:40:59,Jeff W.,2013-01-29 00:51:21,,,,0,1,0,dbfa1584dec08652b02fdad3988ab913, 608 | 233201,8428,2009-12-16 18:39:17,James,2013-02-02 18:20:53,http://coggle.it,,,164,1404,69,4ce18052c36128d8e8c15486cb47d019,24.0 609 | 1789674,11,2012-10-31 20:14:07,jianpan,2013-01-29 18:48:20,,,,0,0,0,e21c3707a5be9554f14cc2869405db48, 610 | 556641,53,2010-12-29 01:58:02,brunosan,2013-02-01 18:18:57,http://brunosan.eu,,,1,27,0,a2973ede78c52d060d0bd0a5d8da0226,32.0 611 | 1371091,125,2011-11-01 18:30:02,vladimir montealegre,2013-02-01 06:19:19,,"New York, United States","Data Scientist. 612 | Physicist. 613 | I use mostly the Python tool stack for my work, the list probably topped by numpy, scipy, pandas, matplotlib, and MrJob. Interests in parallelization of machine learning algorithms, hadoop (and similar mapreduce projects like Disco for Python). 614 | Also a C/C++ and VB programmer in the past.
615 | ",0,27,0,9b812f2dc7044dcdba79bf3724e0f8c4, 616 | 1821873,40,2012-11-13 19:31:43,David,2013-01-31 01:56:06,http://www.behance.net/hrojas,,"Currently working as a Business Intelligence Developer.
617 | 618 |Actively learning Pandas and D3.
619 | ",0,2,0,61422c9caac22c347fe7d7862ca90e65, 620 | 655733,131,2011-03-11 17:10:57,cmiller8,2013-02-03 05:34:09,http://www.leanbuilding.org,"Zurich, Switzerland","Building Energy Efficiency Fanatic
621 | ",0,99,0,e8f80d732d98fd986a0aaa0fc8ce8714,29.0 622 | 1295828,11,2012-03-27 14:40:24,Fernando Mourão,2013-01-31 11:14:55,,,,0,0,0,4fda9bb3ff5dace997e56770d721fb6a, 623 | 655832,16,2011-03-11 18:33:39,user655832,2013-02-01 22:43:06,,,,0,0,0,59decfdab24de68b2586cd62ab8e95ee, 624 | 541038,7974,2010-12-13 20:25:48,Joran Beasley,2013-02-03 05:28:15,,,,0,851,34,a3a82559ae1ee7ec304fdbae095f063c, 625 | 1583620,21,2012-08-08 05:03:43,nat,2013-01-29 23:51:58,,,,0,0,0,9a6f26c6aac9b3c071504070bcf642e7, 626 | 1491915,72,2012-06-29 18:23:04,user1491915,2013-01-26 12:17:55,,,,0,0,0,1198d643c14c40f2cfb34fb00b6851c5, 627 | 1518837,13,2012-07-11 19:15:59,user1518837,2013-01-29 21:37:34,,,,0,0,0,b79dc711f62bebabbac57063cb38e0cc, 628 | 128508,1482,2009-06-24 22:14:38,Purrell,2013-02-03 04:37:04,,,,46,148,21,a0a5f54db6178755570f15ae48fc28ae, 629 | 1391241,13,2012-05-12 15:47:11,Dr. Dave,2012-06-01 19:34:32,,,,0,0,0,c0e5e8e1e32af6495da72843d548703a, 630 | 1784599,11,2012-10-30 05:07:35,radikalus,2013-02-03 00:14:33,,,,0,0,0,751b3487cf80da29e0988d0255036aae, 631 | 649167,450,2011-03-08 03:11:16,knite,2013-02-02 02:21:13,,,,0,39,1,e56e7f730847a9d1ebb6b7669a83e003, 632 | 1823595,1,2012-11-14 11:50:03,John Tomczak,2013-02-03 04:06:47,,,,0,0,0,39b9413382f16e0a21e873945a79a30f, 633 | 1073420,42,2011-11-30 13:21:41,wiseveri,2013-02-02 20:35:52,,,,0,5,0,1448ba3a401411d37e2f4680e1230150, 634 | 1917577,16,2012-12-20 03:30:44,user1917577,2012-12-20 23:04:27,,,,0,0,0,09513a3353d1e2d252102ff7abc6d986, 635 | 1992474,10,2013-01-19 07:30:31,Aris Epan,2013-02-01 18:51:19,,,,0,0,0,d47fd3b1502e8a3e9e5aaa3a0e44ba04, 636 | 55299,922,2009-01-15 04:30:11,ak3naton,2013-02-02 20:39:25,,California,"Software Engineer , I mostly program in C++ and C# but python is always handy when I need it
637 |
638 |
A pandas newbie working in ReInsurance
653 | ",0,0,0,0927bd26f26605c64a8b4b0afba3e306,36.0 654 | 1415325,20,2012-05-24 14:39:39,sweetdream,2012-09-17 10:28:17,,Belgium,"I am currently discovering python. I like it but some things are still weird to me :-)
655 | ",0,1,0,705502462326a3d6d6e9d0f9547909db, 656 | 1928972,11,2012-12-26 03:26:54,Julia He,2013-01-29 17:10:07,,,,0,0,0,06e30efbc94417ab1f9cac334fa0234f, 657 | 1552041,21,2012-07-25 15:01:36,msalese,2013-02-01 13:46:32,,Italy,,0,0,0,4e451f80b88106a0bd5261ec0954775a,45.0 658 | 914308,2398,2011-08-26 14:38:22,screechOwl,2013-02-03 05:25:57,,,,0,492,2,faf93acfc52667bc4e8caf785b249ddc, 659 | 468604,470,2010-10-07 00:45:56,saveenr,2013-02-03 04:39:43,http://viziblr.com,Seattle,"I build things are Microsoft - Big things, systems that operate at enormous scale. My primary focus is Big Data, Data Analysis, Visualization, and User Experiences.
660 | 661 |You can read more about my interests here:
662 | 663 |Graduated from Vanderbilt University with degrees in Computer Science and writing, I am currently employed in as a programmer and data analyst for the Department of Defense. In my spare time (a concept worth a laugh), I am the VP of Technology at Industrial Interface, Inc., a web-based b2b startup. 676 |
In both roles I administer and develop for the LAMP stack, particularly using CakePHP for the web programming side due to its rapid prototyping abilities. I obsess over performance more than I should for each of these projects; however, as Cake has such a large footprint, I am starting to eliminate prematuring optimization from my list of sins. 677 |
I try never to stop learning, but am also trying to produce more output (create data, rather than just consuming it). To that end, I have additional side projects in Python that I'd like to eventually publish.
678 | ",182,349,20,16775b6a73f02cdbe12a32b9232c2088,31.0 679 | 1827813,16,2012-11-15 20:10:10,Mahesh,2013-02-02 00:40:01,,,,0,0,0,6a085359175f8d0d1ae51d1bec6ccb6f, 680 | 354911,14,2010-05-31 21:48:26,nbecker,2013-01-30 00:05:08,,,,0,0,0,0b7d465c9e16b93623fd6926775b91eb, 681 | 1879493,6,2012-12-05 15:11:10,Nivel Egres,2013-02-01 22:41:44,,,,0,0,0,07638bb949e30ac2667284c46a732138, 682 | 870178,133,2011-07-29 23:23:11,Maus,2013-02-02 00:56:07,,,,0,39,0,e0a902b9b106cfc9a991d2d05a5fe298, 683 | 1804537,31,2012-11-06 22:22:13,Dimitris,2013-02-02 20:57:56,,,,0,0,0,1149458f26546c3cef75b183415352a1,39.0 684 | 1333852,1,2012-04-14 22:28:49,SlyFly,2012-04-16 15:21:42,,,,0,0,0,bf18d9b846b51a1dc49930252ce420e0, 685 | 1078084,2315,2011-12-02 19:19:37,Akavall,2013-02-03 05:21:23,,,"I like programming, statistics, econometrics, finance, and I play chess.
686 | 687 | 688 | ",0,1342,18,0f5337d47ece52ffa2a3ba366c2ca3a3, 689 | 154508,1453,2009-08-11 16:48:12,milkypostman,2013-02-02 22:43:57,,,,28,65,2,71a5ddd1d816e6ca2d8a48291875b87b,33.0 690 | 316357,1991,2010-03-13 13:19:52,Curious2learn,2013-02-03 02:01:07,,,,35,835,9,50e7e6ec58e101311283a40e60c33572, 691 | 1092549,23,2011-12-11 18:13:14,Tristan Boudreault,2013-02-01 20:11:42,,,,0,1,0,6a5e045bd73b9a88436910d8123bd1f4, 692 | 1478684,122,2012-06-24 21:44:49,jeff m,2013-02-03 00:45:07,,,,0,3,0,dcb247ea154bdd4d0ee3bc2d6196f275, 693 | 1024495,169,2011-11-01 20:52:42,Dave31415,2013-01-07 05:26:36,,,,0,19,0,f7729515f5f46d8236a4edd4e0d6b956, 694 | 585753,3,2011-01-22 16:37:55,Olexiy Strashko,2013-01-31 10:45:20,http://webriders.com.ua,,,0,0,0,8428ef0fec7291b6d6e8ee78d5a57cbf, 695 | 593237,20,2011-01-28 03:53:48,Manju,2013-01-29 20:34:34,,,,0,0,0,5f789f4d6bd0dc975d8c3c04ea22accb, 696 | 1643926,35,2012-09-03 13:52:53,pcarvalho,2013-02-01 15:31:09,,,,0,18,0,da205f8b732b93065599d712fbfa540f, 697 | 1827631,21,2012-11-15 18:46:25,user1827631,2013-01-25 23:02:57,,,,0,2,0,16ed69710fe325a06a78854891356bf2, 698 | 1838601,8,2012-11-20 11:31:35,iodinegalaxy,2013-02-01 04:54:52,,,,0,0,0,7c11e77eeb6f0a9a5951044099067dd7, 699 | 1908555,11,2012-12-16 22:12:46,user1908555,2012-12-20 13:50:20,,,,0,0,0,c9647c778fb3e78dd250a4d82333b6f9, 700 | 182172,2490,2009-09-30 23:11:53,Victor P,2013-02-01 20:44:21,,"Santiago, Chile",,130,84,10,be17c093ae7d0c09b4f9930846d8e455,31.0 701 | 1784454,28,2012-10-30 03:13:03,user1784454,2013-01-31 15:14:26,,,,0,0,0,2455a98119e4ab75c1f8ddff84b62c9e, 702 | 1467068,6,2012-06-19 16:47:34,user1467068,2012-09-25 22:56:36,,,,0,0,0,0f4c66dc120c31712cd80ab8ef416da8, 703 | 172865,137,2009-09-13 23:34:42,capitrane,2013-02-01 09:24:42,,"Gothenburg, Sweden",,4,33,0,531c6371df68b999ea837f34dba366dd, 704 | 1185242,554,2012-02-02 13:26:50,nickponline,2013-02-02 18:27:02,,,,0,11,1,16eb0aedb14ca0a2e5013721cd679485, 705 | 1919717,8,2012-12-20 18:24:12,Tom Bennett,2013-01-28 23:21:01,,,,0,0,0,8e9db43a73404856360890611fb7b21c, 706 | 1327660,1,2012-04-11 21:25:08,Phil,2012-07-16 14:18:14,,"Washington, D.C.",,0,0,0,b2639e847079c3263643875dfbab3859,35.0 707 | 1441053,16,2012-06-07 00:14:16,user1441053,2012-12-19 17:17:10,,,,0,0,0,4bbf2ddc6231bb3236b94e4c4825b763, 708 | 1032006,1437,2011-11-06 09:22:57,Guy Adini,2013-02-02 03:45:09,http://adini.me,Jerusalem,"Procastinating is fun.
709 | ",0,149,2,eb3868d880233126e4c6ed621d0eddce, 710 | 1757163,26,2012-10-18 17:51:08,user1757163,2013-01-04 09:36:46,,,,0,12,0,ecb2dd51b4b4bc20f414a7c4ca98b069, 711 | 482506,3906,2010-10-21 03:26:52,Calvin Cheng,2013-02-03 05:21:21,http://www.calvinx.com,"Singapore, Singapore","I design and code!
712 | 713 |And here's my stackoverflow careers page: http://careers.stackoverflow.com/cv/employer/87142
714 | ",0,222,2,81b13b737bddbf0ab1c906135581f6a7,37.0 715 | 1994194,11,2013-01-20 07:09:40,sky404,2013-01-30 00:18:16,,,,0,0,0,8a672530179cbea535ede6034b69323f, 716 | 1005409,207,2011-10-20 14:27:56,Muppet,2013-02-03 00:35:44,,,,0,49,2,cc458e828b50a1f9329469ab1e5d98fd, 717 | 680238,2149,2011-03-28 12:55:53,kgr,2013-02-01 18:44:27,http://stackoverflow.com/users/680238/kgr,"Warsaw, Poland","Python developer mostly involved in web stuff.
718 | ",0,142,21,1da1f048eda0ec9789e215ac838cbbfb,28.0 719 | 17523,3073,2008-09-18 10:40:17,bgbg,2013-02-02 23:01:37,,Israel,,421,468,20,22d41e5b6ff197cd7900c0514d1bd305, 720 | 282061,163,2010-02-26 13:37:16,crispamares,2013-01-25 12:51:08,,,,3,24,0,05b47d96c520c983d5cc72d50321d775, 721 | 163400,43,2009-08-26 10:08:20,riko,2013-02-02 15:45:04,,Italy,,2,8,0,9fc0b3de6f483a07be261c3f02feb043,30.0 722 | 183054,120,2009-10-02 11:55:55,RafG,2013-01-28 09:45:41,,,,2,5,0,14a43522813279856e2615f6ed5173a8, 723 | 1023631,1,2011-11-01 12:06:24,briant57,2012-06-14 02:10:47,,,,0,0,0,3c04f64fcd2d20439d9792d22b00c3fa, 724 | 1470604,28,2012-06-20 22:29:24,user1470604,2013-02-01 18:48:56,,,,0,0,0,38d1f9d252ee0864aaab971c8e9401d0, 725 | 564538,281,2011-01-05 20:32:39,cpcloud,2013-01-31 18:12:27,http://www.phillipcloud.com,"New York, NY","I am a PhD student in cognitive neuroscience with a passion for all things related to computing. I've recently become fascinated by numerical computing, e.g., computational linear algebra.
726 | ",0,87,3,4f4c10a585c476957ab989299ec4dcb9,27.0 727 | 1746940,26,2012-10-15 11:37:14,mhubig,2013-02-01 14:23:07,,,,0,0,0,1a61ec241d1bed318716a37b0235782d, 728 | 1202834,215,2012-02-10 19:49:31,akiladila,2013-01-30 22:41:27,,"Boston, MA","Hacker and Software Enthusiast.
729 | ",0,10,0,518724a126e37579e4d114eddb0bc5c9, 730 | 1246428,13,2012-03-03 05:21:16,user1246428,2012-11-28 19:02:20,,,,0,0,0,f14fbe5d103fd2a84135fbaf86a1b8c9, 731 | 825707,96,2011-07-02 02:27:49,Shakti,2013-02-03 03:53:46,,,,0,33,0,e2126f267f0de37ee9c6755cf162b8a7, 732 | 1898534,18,2012-12-12 16:45:00,PlagTag,2013-02-01 09:37:48,,,,0,4,0,31f003833659d73a56fe59c46254e1cb, 733 | 946197,6,2011-09-15 07:08:41,user14121,2013-01-31 12:27:06,,,,0,0,0,dc14de39a083d4837295a1af5c4950c1, 734 | 1593147,23,2012-08-12 07:55:56,Tony,2013-02-03 02:26:56,,,,0,0,0,c7a4c9d16689e16b88f00ea17ef94806, 735 | 684543,43,2011-03-30 18:57:44,GBadge,2013-02-01 19:47:38,,,,0,33,0,ab0acfdca2f52bd204780ed1be5247fc, 736 | 177293,3001,2009-08-22 07:58:03,Skylar Saveland,2013-02-02 21:03:49,https://github.com/skyl,United States,,71,316,15,ae4384c9130c9b1707a15584f6b75333, 737 | 1564449,434,2012-07-31 01:00:41,sashkello,2013-02-01 09:51:17,,"Sydney, Australia",,0,80,55,fa4eda8044c652477c07fde37d5699b5, 738 | 1498485,8,2012-07-03 10:29:12,user1498485,2012-10-02 07:54:23,,,,0,0,0,fdcc7ab5ce88e179f2d77634450f1c99, 739 | 1473531,12,2012-06-21 23:15:01,A Alstone,2013-01-04 00:33:39,,,,0,0,0,a07182be7b7c19be7ce56afb1c721af5, 740 | --------------------------------------------------------------------------------