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modified analysis

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commit 18c8bc65d58e186e0f91e0f05405bbf2c55c88d8 1 parent a3e7dca
Krishna Kamath authored September 11, 2012
12  R/data.json
... ...
@@ -1,7 +1,5 @@
1  
-{
2  
-    "menuitem": [
3  
-      {"value": "New", "onclick": "CreateNewDoc()"},
4  
-      {"value": "Open", "onclick": "OpenDoc()"},
5  
-      {"value": "Close", "onclick": "CloseDoc()"},
6  
-    ]
7  
-}
  1
+[
  2
+{ "firstName":"John" , "lastName":"Doe" }, 
  3
+{ "firstName":"Anna" , "lastName":"Smith" }, 
  4
+{ "firstName":"Peter" , "lastName":"Jones" }
  5
+]
13  hashtags_for_locations_linear_model/R/analysis.R
@@ -3,7 +3,14 @@
3 3
 
4 4
 source('../../R/library.R')
5 5
 
6  
-data <- getJSONObject(paste('/Users/krishnakamath/Documents/workspace_sept_12/',
7  
-					  		'hashtags_and_geo/R/data.json', sep=''))
8  
-data$menuitem[-length(data$menuitem)]
  6
+getJSONObject <- function(json_file) {
  7
+	library("rjson")
  8
+	print(paste("Reading json from", json_file, sep = " "))
  9
+	return(fromJSON(paste(readLines(json_file), collapse="")))
  10
+}
  11
+
  12
+#data <- getJSONObject('/Users/kykamath/Documents/workspace_sept_2012/hashtags_and_geo/R/data.json')
  13
+data <- getJSONObject('/Users/kykamath/Documents/workspace_sept_2012/hashtags_and_geo/hashtags_for_locations_linear_model/hashtags_with_utm_id_object')
  14
+data
  15
+#data$menuitem[-length(data$menuitem)]
9 16
 #getDataFrameFromListOfDicts(data$menuitem)
28  hashtags_for_locations_linear_model/mr_analysis.py
@@ -26,17 +26,6 @@
26 26
 # Start time for data analysis
27 27
 START_TIME, END_TIME = datetime(2011, 3, 1), datetime(2012, 7, 31)
28 28
 
29  
-# Valid utm ids.
30  
-dense_utm_ids = ['-7.28187684306_110.139395038', '41.6577580877_-83.582172075', '45.3783541629_9.19158346375', '50.6711691742_7.08949255105', '32.0410786529_-81.1588759863', '50.4108825139_-4.19628226619', '52.3809770619_4.83652628101', '-5.19718120032_119.480721621', '40.2291942388_28.9394342725', '51.2951971067_-0.776808900092', '53.1845568884_-6.82997018', '3.57358813217_98.6848567357', '37.7199536848_-122.262459623', '41.4130525526_2.10259967743', '-20.5580307237_-48.6499667454', '-22.718276665_-47.7744966871', '39.063662999_-94.5603990956', '41.0466391595_-73.5126756572', '47.2669357544_39.594876146', '-3.11695530309_-59.9864006205', '30.4930427399_-91.0724388593', '33.7219456774_-84.1401594954', '-22.6342997898_-47.3838127161', '-7.00373214232_107.669943819', '18.9360952334_-96.9583642637', '30.4028540095_-91.0742133735', '-22.9104586693_-46.9987598603', '29.6746889009_-95.3249965118', '47.5222462518_19.0738673351', '-29.8755812258_-51.0517771064', 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32  
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33  
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34  
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'-22.2796303001_-49.1073602411', '32.2134935954_-82.4325112972', '-26.4332627757_-49.144773892', '36.7891531438_-119.745686163', '39.885044088_-74.9415222936', '40.9594035924_-109.75228838', '-14.2366711295_-53.1778952845', '1.8546462793_104.595389199', '31.2976332796_-89.363922438', '33.6318643156_-101.856857445', '36.8138691169_-76.2893154519', '51.2923873424_-0.633504542489', '54.9861877717_82.9535439053', '-15.7661922583_-47.7531371886', '-21.7240281875_-48.1483969743', '38.9735831709_-94.5584199951', '19.5797955219_-99.2383671282', '38.1642405359_-85.5731134251', '38.5897026851_-90.1870592767', '39.4101663298_-77.3811059297', '41.9276918188_12.4069640901', '53.3821843451_-8.32346917355', '55.9002160754_-3.23989120909', '-1.31053951938_-48.4389693775', '41.5948071505_-93.6599380784', '51.0402481042_13.787581123', '52.1963615606_-0.878438786094', '52.3924822435_9.80825332291', '53.1896314968_-1.12909603312', '53.3551300873_-6.37046574702', '-27.0674825381_-52.6639082655', '19.5672030059_-96.8552489132', '34.1723291756_-77.8749562541', '41.0549933947_-81.535511808', '-23.9117578195_-46.2280718342', '19.3991528252_-99.142861936', '36.0928297952_-79.7225654296', '41.5031166668_2.10135722683', '57.774736865_-4.76542113888', '-21.8368891037_-51.8225192043', '1.311562115_103.786564514', '32.9240538414_-96.8076084059', '37.8909722159_-4.64903590926', '41.4146701561_-81.6581114761', '41.8633586589_-87.9036695064', '50.05255738_19.9523416123', '40.6024105828_-74.1135316841', '40.6904252269_-73.8756680768', '42.2052821201_-83.2409846933', '51.5588971509_0.475409005116', '19.6701654103_-99.2385004293', '35.0148626207_135.822041859',
37  
-'51.4950574649_-2.49582287638', '53.5598501493_9.98130825365', '-34.5578899507_-58.4714960441', '37.5396992636_-122.264238862', '45.5580894432_-122.679677792', '1.49241469359_103.696595427', '23.6456166967_-99.1470765099', '34.6559502222_135.49109292', '-31.5832830204_-52.3174002095', '14.4190143488_121.005777471', '36.1773872991_-115.276427615', '37.9794115986_-121.235132144', '53.1939552219_-1.42830566296', '6.01592617843_116.412658353', '-33.5648305937_-70.5621535462', '25.6254830948_-100.444229416', '27.9793574646_-15.4575875195', '39.1504091813_-76.793752715', '53.2838119774_-1.42500978388', '54.9928124418_-1.51510349407', '51.3691981086_0.0547887150973', '51.7283849047_-0.0314841423471', '29.5807401234_-95.5292473446', '32.3118138815_-116.946884394', '41.5039904139_2.22116480895', '53.8281148665_-1.86049345808', '39.9751431602_-75.0585544236', '40.7764787058_-73.5187187703', '52.9243759257_-1.43808818319', '-23.2816202709_-45.9289064519', '-6.19291610415_107.123721246', '34.3597123397_-89.5552392263', '37.2467557126_-77.4240412731', '42.5788484504_-94.401353403', '-33.9092236128_18.4582913501', '13.2393485783_-59.5376393672', '25.7204606747_-80.1526743898', '-2.48782216597_-44.3253779533', '-6.19327006362_107.03338962', '39.4344116051_2.82570257762', '-17.4107880883_-50.9529228479', '-6.46549677045_106.763284723', '39.8525195572_-84.2530355606', '48.1413311331_11.4869268258', '32.5483335035_-89.92845293', '40.6050715189_-75.4137036227', '48.2495114129_7.58555859553', '61.7307111607_34.4194863352', '-23.5436269479_-46.9102757662', '-6.73933169323_-38.2308696904', '35.8956860983_-78.6178436624', '40.8551852917_29.1948466515', '-29.1530862485_-51.3598734488', '-7.9154789163_110.410289896', '29.7630046674_-95.430426613', '39.8807988136_-86.0059492437', '-22.9127923117_-43.196162571', '39.7047245428_-104.82502443', '40.0652408276_-74.9413685131', '51.103276492_-114.214599864', '32.3995149827_-81.7974923881', '33.7243969521_-84.2479670323', 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'26.7136053089_-81.8545504245', '3.02798298524_101.474017635', '38.8675739308_-77.4781365343', '38.9822627539_-92.3649968438', '41.0414808732_-85.1558774001', '40.2271654301_29.0569061185', '54.6085129124_-5.86461944396', '1.40201431613_103.786519439', '32.9221325918_-96.7007353016', '34.1996745462_-79.7518166497', '39.9747882288_-75.2927703872', '42.9404021242_-85.7130395737']
38  
-
39  
-
40 29
 # Parameters for the MR Job that will be logged.
41 30
 HASHTAG_STARTING_WINDOW = time.mktime(START_TIME.timetuple())
42 31
 HASHTAG_ENDING_WINDOW = time.mktime(END_TIME.timetuple())
@@ -251,15 +240,16 @@ def red_tuo_h_and_hashtag_with_utm_object_to_h_and_com_h_with_utm_object(
251 240
                 mf_utm_id_to_hashtag_occurrences[utm_id]+=hashtag_occurrences
252 241
         combined_hashtag_with_utm_object = {'hashtag' : hashtag,
253 242
                                    'mf_utm_id_to_hashtag_occurrences': \
254  
-                                        {'total_num_of_occurrences' : 
255  
-                                         mf_utm_id_to_hashtag_occurrences\
256  
-                                                ['total_num_of_occurrences']
257  
-                                        }
  243
+                                            mf_utm_id_to_hashtag_occurrences
  244
+#                                        {'total_num_of_occurrences' : 
  245
+#                                         mf_utm_id_to_hashtag_occurrences\
  246
+#                                                ['total_num_of_occurrences']
  247
+#                                        }
258 248
                                 }
259  
-        for dense_utm_id in dense_utm_ids:
260  
-            combined_hashtag_with_utm_object\
261  
-                ['mf_utm_id_to_hashtag_occurrences'][dense_utm_id] = \
262  
-                    mf_utm_id_to_hashtag_occurrences.get(dense_utm_id, 0.0)
  249
+#        for dense_utm_id in dense_utm_ids:
  250
+#            combined_hashtag_with_utm_object\
  251
+#                ['mf_utm_id_to_hashtag_occurrences'][dense_utm_id] = \
  252
+#                    mf_utm_id_to_hashtag_occurrences.get(dense_utm_id, 0.0)
263 253
         yield hashtag, combined_hashtag_with_utm_object
264 254
     def jobs_to_get_hashtags_with_utm_id_object(self):
265 255
         return self.hashtags_by_utm_id.jobs_to_get_utm_object() + \

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