{"action":"created","comment":{"url":"https://api.github.com/repos/pydata/pandas/pulls/comments/31386527","id":31386527,"diff_hunk":"@@ -162,21 +164,27 @@ def __init__(self, data=None, index=None, dtype=None, name=None,\n             elif isinstance(data, dict):\n                 if index is None:\n                     if isinstance(data, OrderedDict):\n-                        index = Index(data)\n+                        original_index = data.keys()\n                     else:\n-                        index = Index(_try_sort(data))\n+                        original_index = _try_sort(data)\n+\n+                    index = Index(original_index)\n+\n                 try:\n-                    if isinstance(index, DatetimeIndex):\n-                        # coerce back to datetime objects for lookup\n-                        data = lib.fast_multiget(data, index.astype('O'),\n-                                                 default=np.nan)\n-                    elif isinstance(index, PeriodIndex):\n-                        data = [data.get(i, nan) for i in index]\n+                    # lib.fast_multiget raises TypeError if type(data) != dict\n+\n+                    if lib.infer_dtype(data) == lib.infer_dtype(index.values):","path":"pandas/core/series.py","position":39,"original_position":39,"commit_id":"c59c4fec4442a739995c920c3e1fdc4f0ebb0d5b","original_commit_id":"c59c4fec4442a739995c920c3e1fdc4f0ebb0d5b","user":{"login":"patrickfournier","id":1007824,"avatar_url":"https://avatars.githubusercontent.com/u/1007824?v=3","gravatar_id":"","url":"https://api.github.com/users/patrickfournier","html_url":"https://github.com/patrickfournier","followers_url":"https://api.github.com/users/patrickfournier/followers","following_url":"https://api.github.com/users/patrickfournier/following{/other_user}","gists_url":"https://api.github.com/users/patrickfournier/gists{/gist_id}","starred_url":"https://api.github.com/users/patrickfournier/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/patrickfournier/subscriptions","organizations_url":"https://api.github.com/users/patrickfournier/orgs","repos_url":"https://api.github.com/users/patrickfournier/repos","events_url":"https://api.github.com/users/patrickfournier/events{/privacy}","received_events_url":"https://api.github.com/users/patrickfournier/received_events","type":"User","site_admin":false},"body":"Here we try to avoid a call to `np.array()` by checking if we can access `data` values using `index.values`. However I checked the code for `infer_dtype` and it may be quite complex. Maybe we should just go straight to the `else`?","created_at":"2015-05-31T03:31:00Z","updated_at":"2015-05-31T03:31:00Z","html_url":"https://github.com/pydata/pandas/pull/9924#discussion_r31386527","pull_request_url":"https://api.github.com/repos/pydata/pandas/pulls/9924","_links":{"self":{"href":"https://api.github.com/repos/pydata/pandas/pulls/comments/31386527"},"html":{"href":"https://github.com/pydata/pandas/pull/9924#discussion_r31386527"},"pull_request":{"href":"https://api.github.com/repos/pydata/pandas/pulls/9924"}}},"pull_request":{"url":"https://api.github.com/repos/pydata/pandas/pulls/9924","id":33580764,"html_url":"https://github.com/pydata/pandas/pull/9924","diff_url":"https://github.com/pydata/pandas/pull/9924.diff","patch_url":"https://github.com/pydata/pandas/pull/9924.patch","issue_url":"https://api.github.com/repos/pydata/pandas/issues/9924","number":9924,"state":"open","locked":false,"title":"BUG: need better inference for path in Series construction 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#9456.\r\n","created_at":"2015-04-17T20:45:31Z","updated_at":"2015-05-31T03:31:00Z","closed_at":null,"merged_at":null,"merge_commit_sha":"d0e3cdee53f42381cc785652cdee958c2fe19a67","assignee":null,"milestone":{"url":"https://api.github.com/repos/pydata/pandas/milestones/32","html_url":"https://github.com/pydata/pandas/milestones/Next%20Major%20Release","labels_url":"https://api.github.com/repos/pydata/pandas/milestones/32/labels","id":933188,"number":32,"title":"Next Major Release","description":"after 0.16.1 of 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